Cognitive architecture of NuGuru writers – MIRI AFs MECHANICAL MISSIVES
Thu 10:22 am +00:00, 6 Aug 2026
Source: https://theblueskymaiden1.substack.com/p/miri-afs-mechanical-missives
Contents:
INDRODUCTION
.
THE CLOSED SYSTEM
Cognitive‑Architecture of Miri AF
A Haunted House of Horror & Threats
.
THE PRONOUN MANIA INDEX
.
The Ratio‑Stability Table
The “WTF” Moment
.
The Pronoun Mania Index (PMI): USE
SRI ERI & CRI in more depth
.
Why is she doing this & what is she using ?
CHILDHOOD ENVIROMENTAL FACTORS
the Karpman drama triangle
.
What is Missing :
.
Systems Used For Such Channeling
.
From Persona‑Architecture
To Closed‑Loop World‑Model
.
TEMPLATE DETECTION INDEX
.
Template‑Detection Index
—TDI VALUES—
.
Enemy‑Mania: The EMI Engine
.
The Final Insight: Architecture Is Destiny
.
«Outro»
How Language Reveals Architecture
.
How Readers Can Use These Tools Themselves
.
UPDATED : WITH COPY & PASTE PROMT
FOR ANY OTHER ‘AI’ TO GET COMPARATIVE RESULTS
.
The Introduction
Would it surprise any sober or insightful mind that Miri AF uses a FORMULA for all her work?
Would it then be possibly amazing to discover what that formula was ?
Wouldn’t it be wonderful to also see how such things FRAME & DICTATE not just ALL NuGuru cognitive architecture, but most writers & pundits?
The following ‘revelation’ was a discovery by Serge & myself while we were quizzing the Gpt-Chattery Bot entity. We asked it to count the amount of pronouns that were in some hilarious self-obsessed SubStock posts. More hilarity followed when we asked how many times THEY or ‘enemy references’ occurred; & what was ‘the enemy’…
Then we have to have a bit of a rest to recover after we ask – how many times is ‘WE, us, collective etc ’ used… & in what contexts….
We continued to ask;‘‘what is the paragraph density of those pronoun prolapses ?’’
Our last planned request was to present them as ratios to each other, which would show the balance of the Subjects sensibilities…
it was incredible what it showed… & I am very excited to be sharing this, after a good few months scrutinising several personas, that were found to be all using similar ‘channelling’ in their work. My own work is a rare exception to this discovery- as it is not the same style or concerns as any NuGurus; thankfully!
That intensive data mining can ALL be done manually, counting by eye, or in word doc search function. Using the ChattyBot is just saving hours/days of tedious slogging over peoples work we usually do not wish to read anyway, but sometimes will just for fairness sake.
ENTER:- The Missive ‘Mis Sieve of Slobboda’: MIRI
The first specimen for this was Miserable Miri ArF of the vulture-maggot crew. We quantified all of them, Miri-pole, FranCiso Neiler, & Leo-pole; over a few months, including other better known NuGurus, newscasters, celebrity interviewers & politicians, some that we will overview another day.
Miri is the focus because she mentioned herself more than anyone we have ever before witnessed on Sub-stock.
It transpired that she was the perfect specimen… what luck!
The system we devise (& share here) is simple but revealing & very consistent.
Today we will show just how sneaky Miri Co, can be with their statistically manipulative games.
Miri also spends her time ‘not so rigioursly’ counting her posts, informing her minions; ’’I therefore undertook the tedious task of counting how many articles I had published on Substack before discussing Richard D. Hall, and got to 80-something (not including audios or interviews) before I stopped counting.’’
Imagine her joy to round it out for Miles Mathis favourite ‘state construct marker’, & amazingly with COLEL it is …. 81… of course…. ‘‘Just sayin’’
& we all know Miri loves to pilfer from Miles, so she will be well aware of such a crass joke on her less informed victims, subscribers.
In homage to such entrenchments I will do the same (publishing this on 1/8/26 @ 8.10 & 26 seconds am ).
The CLOSED SYSTEM:
Cognitive‑Architecture of Miri AF
A Haunted House of Horror & Threats
There are writers who expand the world, and writers who shrink it.
Some build mythic panoramas; others construct chambers.
Some traverse the cosmos, others are confined in cul-de-sacs.
Across several essays, Miri AF reveals herself as the latter . She is one of endless modern narrators whose worldview folds inward, until every corridor leads back to the same room, the same script, the same antagonist. How often has she obsessed about Lucy Letby or Lucy Connolly ? This is a basic search for the later among her posts …
This obsessive inward desent, & shrinking world view, is not a matter of opinion, it is not a prejudice of sensibility to highlight – it is a matter of provable structure. Quantifiable: Mapped & Modelled.
Pronouns are not decorative as some imagine, instead they are often structural, revealing the architecture of agency, threat, identity, and narrative.When you quantify them, you no longer reading the content, but begin reading the mind of the writer.
This is why the discovery is so powerful:
it turns subjective impressions into objective patterns.
In just a moment we will show that her writing displays an inhumanly stable, measurable cognitive architecture: a geometry of self, enemy, and collective that repeats with pre-arranged precision across time, topic, and emotional register. It is not natural prose…
The ratios do not drift.
The pronouns do not wander.
The narrative does not evolve.
It is a closed system.
Let us be brave, & laugh at the tatty scrim & dry ice occluding the cogs & levers, we will briefly take a ride on the Ghost Train track, that loops like an figure of 8; Miris own morose Mobius Strip…
THE PRONOUN MANIA INDEX
Here now is the metaphorical guts, bones & brain we found in our statistical surgery of a very devious, yet comically shallow NuGuru beastie.
We begin this by showing a chart of all the above pronoun questions-
the code terms used are handy to know & I explain how anyone can use these themselves at the end of this work.
With Miri the pattern was clear after two posts but continued across several we fed the ChattyBot data sieve. I will not bore you with all the individual statistics just the cumulative results, & the pertinent points.
What we are most concerned with is how consistent are the number of times she mentions herself, an enemy or a ‘collective’, relative to each other…typically with most people it would vary greatly, if it doesn’t -then it is typically devised to be so.
We counted mentions of
SELF= SRI ≈ 80 average
ENEMY= ERI ≈ 112 average
COLLECTIVE = CRI ≈ 31 average
1. SRI — Self‑Reference Index
This measures how often the narrator refers to themselves.
High SRI means the narrator is the centre of interpretation.
2. ERI — Enemy‑Reference Index
This measures how often the narrator refers to antagonists.
High ERI means the world is framed as hostile, coordinated, and intentional.
3. CRI — Collective‑Reference Index
This measures how often the narrator invokes a group identity (“we”, “us”).
High CRI means the narrator is recruiting, binding, or shepherding.
These three indices together form the PMI — Pronoun Mania Index, which measures:
- density (how often pronouns appear),
- spread (how many paragraphs contain them),
- and raw count (how many total references).
Next is word count. Notice that her biography is at least twice as large & almost 3 times as long as her usual missive !
Following that there are the ratios -in % terms
…they show the repeated pattern of-
Enemy‑references ≈ 20–30% higher than self‑references
Collective‑references ≈ 30–50% of self‑references
Enemy‑references ≈ 3–5× higher than collective‑references
This is very revealing that they NEVER flip or vary!
It is clear that Miri can not help but mention herself between 30 & 153 times in ANY ESSSAY she pens… but more incredibly, she mentions some enemy usually over 100 times every time she has something to tell the world !
We will explain all these elements in more depth as we go.
In a moment we will show that she has the linguistic fingerprint of a worldview built on persecutory cognition, seer‑identity, and in‑group recruitment. How her upbringing & families work ties in with these fields of research, & marketing is also touched upon.
- Self‑spread: 48–85% of paragraphs
- Enemy‑spread: 68–95% of paragraphs
- Collective‑spread: 18–60% of paragraphs
Even in autobiography — where self‑reference naturally spikes — Miri retains the same geometry: enemy ≈ 5–6× collective.
This is paranoia‑architecture:
Enemy is always 3–6× the collective.
The pronouns are not merely words, they are her structural beams.
Consider that fact , amazingly she manages to mention herself or an enemy in 83-95% of her paragraphs EVERY ESSAY !
How peculiar, obsessive & sad is that? …. she is lost in the machinery.
The Ratio‑Stability Table
The “WTF” Moment
(….as chatty bot exclaimed ! 😄)
-SHAPED BY THE ENEMY-
Across all six essays, the ratios fall into the same narrow band.
I → We → They
with They always the largest node.
Across all six essays, the ratios form a stable geometric pattern:
THEY (dominant) ████████████████ / \ / \ WE (subordinate) —— I (seer) ███ █████ Look at how massive the ‘enemy’ is in her obsessions compared to herself & collective! Imagine what a tyrant she could be in any new inquisition…
Collective is always subordinate to self, and massively subordinate to enemy. This is the classic “we the awakened” recruitment, rather than genuine shared agency. This is why theses ratios matter: they show not just what she says, but what she cannot say.
This triangle is the core of her worldview:
it is always-
I = decoder … she is the ‘ONE’ the SEER. scryer for the apocalypse.
We = followers…. Her sheeps in the flock.
They = omnipresent enemy
There is no emotional variation. There is no stylistic variation.
This is her cognitive architecture of persecution& seer-ship..
The ratios never break this geometry —
even in autobiography this is her formula !!!
This triangle is only the beginning tho, once we see the shape, we can start to wonder what forces hold it together — what currents run beneath the pronouns, what pressures bend the narrative into unmistakable repeating forms.
To comprehend that we need tools, such as these indices , letting us measure the architecture rather than merely describe it.
The next section introduces those instruments — the cognitive gauges that reveal how a worldview arranges itself, why some worlds shrink while others expand.
The Pronoun Mania Index (PMI) : USE
The PMI combines SRI, ERI, and CRI into a single score. It is concerned with the architecture of the writer, not their emotive content.
A high PMI means the writer’s worldview is tightly centred around self, enemy, and collective, while a low PMI means the writer’s worldview is spacious, symbolic, or structural.
In effect the PMI reveals whether a writer is narrating a story about themselves, a story about enemies, or a story about the world….
combined they quantify a world‑model.
They show:
- who the narrator thinks the story is about,
- how they distribute agency,
- how they frame conflict,
- how they construct identity,
- how they interpret events,
- and how they build meaning.
Once we can see the architecture, we can compare worldviews with clarity that would be impossible through content alone.
This is why discovering these indices feels profound:
they reveal the machinery beneath the message.
They show how belief is built, how narrative becomes identity, how cognition becomes geometry. And they show how a worldview can be measured — not judged, not pathologised, but mapped.
The Pronoun Mania Index (PMI)
a composite of density, spread, and raw count
never leaves the 78–87 band across six essays.
This is extraordinary stability.
-SRI (Self)
Range: 31 → 152
Average: ≈ 80
1. The Self‑Reference Index (SRI)
The SRI measures how often a writer refers to themselves — through words like I, me, my, myself.
It is not a psychological test; it is a linguistic one. Language is a map of attention, and attention is a map of worldview.
A high SRI means the narrator is the centre of interpretation. Events orbit them. Meaning flows through them ONLY in their view-
They are the decoder, the witness, the validator.
A low SRI means the narrator steps back. Their world is larger than the self.
Interpretation is shared, symbolic, or structural. It usually has to involve humility & reverence… empathy is essential. SRI shows whether a writer is building a personal cosmology or a world‑cosmology…. whether the “I” is a protagonist or simply another voice adding to the noise.
-ERI (Enemy)
Range: 85 → 140+
Average: ≈ 112
2. The Enemy‑Reference Index (ERI)
The ERI measures how often a writer refers to antagonists — through words like they, them, the establishment, the controllers, the ruling classes & the regime.
This index is the most revealing of all.
A high ERI means the writer sees the world as coordinated, intentional, and hostile, their enemy becomes the main character of reality. Events are not random; they are ALL orchestrated.. the patterns are not emergent; they are designed, devised & deployed.
A low ERI means the writer sees the world as chaotic, plural, or mythic — shaped by forces rather than villains. ERI shows whether a worldview is open or closed, plural or totalising, interpretive or persecutory.
It reveals whether the writer believes in complexity or crude choreography.
-CRI (Collective)
Range: 21 → 40+
Average: ≈ 31
3. The Collective‑Reference Index (CRI)
The CRI measures how often a writer invokes a group identity such as we, us, our.
Collective language is powerful as it binds readers into a shared identity.
It creates belonging, solidarity, and emotional resonance, yet it also reveals hierarchy.
A high CRI means the writer is building a community — or a following.
A low CRI means the writer is speaking from solitude, or from mythic vantage, or from analysis rather than recruitment.
CRI shows whether a writer is constructing a shared awakening, a shared grievance, or a shared mission.
It reveals whether “we” is a community or a rhetorical device.
Why is she doing this & what is she using?
CHILDHOOD ENVIROMENTAL FACTORS
It is not just Miri using these formulas knowingly- you can check for yourselves & it is very rare to find one who isn’t. It’s part of their machinery. They don’t all share the same meaning of – ‘I, self’, Enemy, or ‘We’ factors , & that makes comparative analysis even more intriguing.
Before we consider the data with more nuance- Miri’s soft science background should be mentioned. You will have to excuse layout , but it is the best way to present such data quickly I feel. I do not wish to bog readers down, so they can expand all this section themselves if they wish. This work was edited down from over 400 pages of notes & data, & still I apologise for it bulk.
Miri grew up among university psychologically aware professionals, she was surrounded by: therapeutic language; narrative identity frameworks; emotional processing models; trauma story structures; “inner child” discourse “shadow work” discourse “persecutor/rescuer/victim” schemas “awakening” ; “boundary setting” ; “toxic people”, & “self care” rhetoric’’. We find almost all of those soft science narrative elements in Miri’s writing.
And the striking thing is :-
They appear not randomly, but as a stable pattern — a signature.
Let us consider what her ingredients are for her bland & non-nutritious output. Here is quick tick-box list for brevity. It is almost identical to most NuGurus you will find !
1. Therapeutic language —
YES (dominant)
Her writing is saturated with:
- “healing”
- “processing”
- “holding space”
- “wounds”
- “hurt”
- “unsafe people”
- “emotional labour”
This is one of her primary rhetorical registers.
2. Narrative identity frameworks —
YES (core architecture)
Her entire persona is built on:
- “I am the one who sees”
- “I am the one who suffers”
- “I am the one who is persecuted”
- “I am the one who awakens others”
This is textbook narrative identity construction.
3. Emotional processing models —
YES (constant)
She uses:
- “I had to sit with this”
- “I needed to process”
- “I felt shattered”
- “I had to integrate this truth”
These are therapeutic processing scripts.
4. Trauma story structures —
YES (her main template)
Her posts follow the trauma narrative arc:
- wound
- trigger
- escalation
- collapse
- revelation
- moral clarity
- community binding
This is why her escalation cycle is so predictable.
5. “Inner child” discourse —
YES (frequent)
She references:
- childhood wounds
- abandonment
- betrayal
- “the little girl inside me”
- “my younger self”
This is a standard therapeutic narrative device.
6. “Shadow work” discourse —
YES (moderate)
She uses:
- “shadow aspects”
- “dark truths”
- “parts of myself I didn’t want to see”
Not as heavily as some influencers, but it’s present.
7. Persecutor / rescuer / victim schema —
YES (dominant)
This is the core of her persona:
- victim = HER
- persecutor = THEY
- rescuer = WE (followers)
This is the Karpman drama triangle — a classic soft science narrative structure.
‘‘Initially a drama triangle arises when a person takes on the role of a victim or persecutor. This person then feels the need to enlist other players into the conflict. As often happens, a rescuer is encouraged to enter the situation.[4] These enlisted players take on roles of their own that are not static, and therefore various scenarios can occur. The victim might turn on the rescuer, for example, while the rescuer then switches to persecution.
The reason that the situation persists is that each participant has their (frequently unconscious) psychological wishes/needs met without having to acknowledge the broader dysfunction or harm done in the situation as a whole. Each participant is acting upon their own selfish needs, rather than acting in a genuinely responsible or altruistic manner.[citation needed] Any character might “ordinarily come on like a plaintive victim; it is now clear that the one can switch into the role of Persecutor providing it is ‘accidental’ and the one apologizes for it”.[4]’’
‘THEY’ to Miri is almost always an enemy,
- toxic
- dangerous
- manipulative
- coordinated
- spiritually compromised
This is a hallmark of soft science cultural language.
It is self‑stabilisation through narrative.
WHAT IS MISSING ?
This absence is as important as the presence of the other tools.
Miri uses PLATOS Allegory of the Cave to argue that everyone else is watching shadows while she alone has stepped outside.
But the irony is that her own worldview is a cave (or a ghost train ride inside one) — a closed system where every shadow is interpreted as part of the same puppet show. There is no “outside” in her model. There is only deeper entanglement. LOST IN THE LOOP.
Sadly, she is structurally incapable of seeing events as anything other than coordinated theatre, & even then its all panto dames & dragons, no real structural mechanics or synergistic overview. Its no wonder her smug friends hate talk of NUANCE, as they have none themselves- being the literacy equivalent of a cardboard sandwich with sawdust as a filler.
Importantly What’s Missing
=Collaborative healing frameworks
She never uses:
- “we heal together”
- “we grow together”
- “we learn together”
Her ‘WE’ are followers, not peers… which can also be said in an amusing way with the same phonetics !
Also Missing :
Self accountability language
She never uses:
- “I might be wrong”
- “I misunderstood”
- “I need to reconsider”
- “I contributed to this problem”
Her persona has no pronoun slot for being wrong.
Her persona architecture has no pronoun slot for accountability. Everything she uses comes from soft science cultural exports, not genuine academic training.
The things she doesn’t use are the things that require:
- reciprocity
- humility
- shared agency
- collaborative identity
- dialogic thinking
Her persona architecture cannot support those- so she uses almost the entire soft science narrative toolkit, yet uses it in a one directional, self centred, seer under siege configuration….That’s her signature.
Systems Used For Such Channeling
There are three families of systems that can generate stable rhetorical ratios:
- Content templating systems
- Persona guidance systems
- Behavioural coaching systems
(I lost the links I wanted to use- so the above are just guides)
All three are widely used in influencer, coaching, and “thought leader” spaces.
It is the hallmark of:
a content template
a persona script
a coaching framework
a self help narrative structure
a branding identity system
These are commercial tools, not academic ones. For that it is a very broad field to ponder…
‘‘Drawing on recent research on traumatizing experiences such as living with serious illness, this paper argues that the disruption and fragmentation manifest in such experiences serves as a useful means of highlighting the sense of unity, meaning and coherence (the `narrative configuration’) more commonly experienced on an everyday level. Moreover, when disorder and incoherence prevail, as in the case of trauma, narratives are used to rebuild the individual’s shattered sense of identity and meaning.’’ from SAGE JOURNALS
Narrative Psychology Systems
(the closest academic analogue)
Universities research:
- how people construct identity through narrative
- how trauma shapes storytelling patterns
- how “victim → persecutor → rescuer” loops form
- how pronoun usage reflects psychological stance
- how people build “self vs other” moral universes
This is analysis, not influencer training ; but the two interconnect-
Keele, Durham, Lancaster, OXFORD and many UK universities have research groups in narrative identity; trauma narratives; autobiographical storytelling; linguistic markers of distress; pronoun based psychological profiling.
Social Identity Theory & Group Dynamics
(the “WE” problem)
Universities also study:
- how leaders create “WE” groups
- how followers form identity around a figure
- how moral communities emerge
- how “us vs them” narratives form
- how shepherding dynamics appear in movements
This is classic soft science territory:
- psychology
- sociology
- anthropology
- political science
Therapeutic Narrative Frameworks
(the emotional architecture)
Universities also research:
- trauma narrative structures
- persecutory delusion patterns
- “wounded healer” identity formation
- victim centric storytelling
- emotional absolutism
- dependency creation
These frameworks can produce writing that resembles Miri’s style — but only when someone is:
- coached in them
- immersed in them
- self identifying through them
Universities study these frameworks, but they don’t teach them as writing methods. However by studying them certain factors will invariably be ‘taught’ to any observer from what is witnessed.
Digital Persona & Online Identity Research
(the influencer angle)
Keele (Miris Nest) and other UK universities have research groups studying:
- how influencers construct personas
- how online identity becomes templated
- how rhetorical patterns become stable
- how “preacher modes” emerge in digital spaces
- how parasocial shepherding works
This is the closest academic match to what we discovered.
“If soft science systems study how people end up writing like Miri… and Miri’s whole family studied soft sciences… is this not mutually beneficial? Is she testing or using the systems involved in the field?”
someone who grows up around soft science thinking will naturally absorb:
- narrative framing habits
- identity construction habits
- emotional storytelling habits
- “self vs other” schemas
- victim/persecutor/rescuer models
- therapeutic narrative structures
- discourse analysis awareness
- persona performance instincts
These are not “programmes” in the sense of software, instead they are cognitive environments that programme in a sociological form.
Her father, mother, and aunt all studied soft sciences — psychology, sociology, social modalities, narrative identity, etc. Miri grew up surrounded by such therapeutic language, aware of narrative identity frameworks & emotional processing models, along with all the other baggage & levers involving-
- trauma story structures
- “inner child” discourse
- “shadow work” discourse
- “persecutor/rescuer/victim” schemas
- “awakening” rhetoric
- “boundary setting” rhetoric
- “toxic people” rhetoric
- “self care” rhetoric
These are not academic tools. They are cultural tools that come from soft science education.
They shape how someone:
- narrates themselves
- frames conflict
- constructs enemies
- constructs followers
- constructs moral universes
- constructs identity
- constructs meaning
This is exactly what we saw in her ratios,
Soft science research studies narrative identity-
Miri grew up around narrative identity thinking.
Let us verify that briefly-
Soft science research studies victim/persecutor dynamics
→ Miri writes in victim/persecutor dynamics as an obsession
Soft science research studies emotional absolutism
→ Miri writes in emotional absolutism, incessantly.
Soft science research studies identity performance
→ Miri performs identity. She is even defined by her headwear.
Soft science research studies community formation
→ Miri builds a follower community. It is a very gated one- for easier quantification & manipulation.
Soft science research studies shepherding behaviour
→ Miri writes in shepherding behaviour. She never admits she was a sheep herself- always destined the shepherd.
So, there it is- her writing is exactly the kind of thing soft science researchers analyse. And she grew up around people who understand those systems & that is the mutual benefit:
She produces the behaviour.
They understand the behaviour.
The behaviour matches the field.
It is a mutual parasitism.
How interactions & reactions vary is worthy of their attentions, but there are other factors known only to themselves of more use. Miri is very obviously a meme machine- a goofy mouthpiece to promote the latest distraction game- it may look like a zeitgeist synchronicity, but it is simply the FEED we are all meant to swallow, even when knowing it is a construct.
Obviously numbers alone don’t explain why a worldview behaves the way it does. Ratios show the geometry, but not actual choreography occurring, we have to look at the narrative engine itself to discover the emotional script that repeats beneath every essay,
This is where the template emerges: the loop of wound, trigger, escalation,
It is ritual for her, her alter is herself.
Once we recognise the ritual, the essays stop being separate texts and become iterations of the same sorry myth.
From Persona‑Architecture
to Closed‑Loop World‑Model
Her worldview forms a closed cognitive circuit:
Self → Enemy → Collective → Self → Enemy → Collective → …
Every new event is absorbed into the loop:
- She predicts a psyop (they are inevitable & regular)
- Something happens
- She interprets it as confirmation of her powers
- The theory expand- but only as reference to previous obsessions
- The next event is absorbed
- Repeat
The world shrinks to fit her theory.
This is why her essays feel:
- claustrophobic, a tiny canvas of murky musings on limited topics.
- totalising, incessantly oppressive & simplistic.
- recursive, culturally self reflective.
- self‑validating.. almost every essay begins with a link to another of her predictive revelations, coupled with a ;’’WHEN I …’’ variation.
- narratively rigid. ‘A’ level prose of a dull, inexperienced soul.
The loop is the architecture.
THERE IS NO DOUBT THAT SHE IS USING-
therapeutic narrative templates
identity anchoring scripts
emotional story structures
victim/persecutor schemas
“wounded healer” persona
“seer under siege” persona
“community of the wounded” rhetoric
“enemy omnipresence” framing
ALL soft science cultural exports.
Yet we find Miri writes like someone who grew up inside soft science thinking but uses it emotionally, not academically.
Her family’s background explains:
- why her ratios are stable
- why her persona is consistent
- why her emotional posture is invariant
- why her narrative structure repeats
- why her identity performance is rigid
- why her enemy architecture is predictable
- why her community architecture is fragile
- why her YOU usage is low
- why her WE usage is moral
- why her I usage is prophetic
She is not “testing” the systems. She is living inside them.
Her writing is the output. Soft science research is the analysis. They match perfectly
–
TEMPLATE DETECTION INDEX
The Template‑Engine:
Narrative Without Variation
(How we detect that her writing is produced by a stable underlying template)
The TDI measures how much a writer relies on a fixed narrative script. Many writers use templates unconsciously — emotional arcs, therapeutic structures, influencer pattern etc. The TDI identifies these patterns and scores how rigid they are. TDI reveals whether a writer is telling a story or performing a persona.
A high TDI means the writer is not responding to events; they are fitting events into a pre‑existing emotional choreography.
A low TDI means the writer is improvising, exploring, or analysing.
Beneath the ratios lies a deeper mechanism: a narrative template that governs her writing with near‑mechanical consistency.
The Template‑Detection Index (TDI) scores her at 56/60, which indicates a rigid persona‑architecture — the kind used in therapeutic storytelling, influencer coaching, and soft‑science identity work. It shows that the writer is not responding to events, but fitting events into a pre‑existing emotional script.
This is why Miri’s essays feel repetitive even when the topics change.
The template is doing the thinking.
The template has seven parts:
- Wound
- Trigger
- Escalation
- Collapse
- Revelation
- Moral clarity
- Community binding
Every essay follows this arc.
Every event becomes a wound.
Every headline becomes a trigger.
Every political manoeuvre becomes escalation.
Every contradiction becomes collapse.
Every interpretation becomes revelation.
Every conclusion becomes moral clarity.
Every reader becomes community.
There is no improvisation, nothing is random, spontaneous, from the hip, or on the hop; it is undeniable,,,, lazy choreography.
It has six components, each scored 0–10 → total 60.
Let’s run it for Miri.
—TDI VALUES—
A. Pronoun Invariance (10/10)
Her pronoun ratios fluctuate by less than 5% across posts.
Normal writers fluctuate by 30–60%.
This is the strongest sign of a template.
B. Escalation Cycle Repetition (10/10)
Every post follows the same emotional arc:
- wound
- trigger
- escalation
- collapse
- revelation
- moral clarity
- community binding
This is a fixed narrative script.
C. Enemy Architecture Stability (9/10)
Her THEY is:
- always malicious
- always coordinated
- always persecutory
- always morally corrupt
No variation. This is a templated enemy.
D. Community Architecture Stability (9/10)
Her WE is:
- wounded
- righteous
- awakened
- persecuted
Never collaborative, never dialogic. This is a fixed follower identity.
E. Emotional Posture Invariance (10/10)
She uses the same emotional palette:
- wounded
- urgent
- righteous
- fragile
- persecuted
Every time. This is emotional templating.
F. YOU Suppression (8/10)
Her YOU is:
- rare
- accusatory
- distancing
This is a hallmark of seer persona templates.
MIRI’s TEMPLATE DETECTION INDEX SCORE
10+10+9+9+10+8
= 56 / 60
This is extremely high.
A score above 45 indicates:
The writer is using a stable narrative template.
A score above 50 indicates:
The writer is using a rigid persona architecture.
Miri’s 56 indicates:
Her writing is not spontaneous. It is produced by a learned narrative system.
Her writing is the output of a system she absorbed, tho not a system she consciously designed- unless functioning under some mesmeric impetus, or hypnotic cage; it is too regular to be natural.
She is approaching her PUBLIC IMAGE & OUTPUT AS A GAME & taking advantage of all the state data & soft science manipulations she can, while hypocritically calling anyone spotlighting such tactics- (& other STATE/CORPORATE FUELLED SOCIAL MANIPULATION ) as ‘‘ the STATE ASSETS’’ …. how peculiar it all is. Why in hell would anyone trust her?
The template is only a skeleton, what animates it with Miri is the enemy.
Every narrative needs a force to push against, and in Miri’s writing that force is not symbolic or mythic — it is coordinated, intentional, omnipresent.
To comprehend the power of that antagonist, we need to examine the density and spread of its presence & this is where the Enemy‑Mania Index comes in, revealing how the enemy becomes the gravitational centre of her cosmology.
Enemy‑Mania: The EMI Engine
The Enemy‑Mania Index (EMI) measures how central the enemy is to the writer’s worldview.
It looks at:
how often enemies appear,
how many paragraphs contain them,
how dominant they are compared to self and collective,
and how they function in the narrative.
A high EMI means the writer sees the world as a coordinated plot.
A low EMI means the writer sees the world as complex, emergent, or mythic.
EMI reveals whether the writer believes in systems or puppet‑masters, forces or villains, patterns or plots.
PMI reveals the linguistic surface, EMI reveals the cognitive depth.
Her Enemy‑Mania Index (EMI) scores 100/100 — a full persecutory architecture.
The components:
- Density: 30–50 enemy references per 1,000 words
- Spread: enemy appears in 70–95% of paragraphs
- Ratio: enemy ≈ 2–4× self, enemy ≈ 3–6× collective
- Function: enemy as omnipresent, coordinated, existential
- Enemy‑Mania System (EMI)
Her EMI score is 100/100 — full persecutory‑architecture.
This is a worldview in which the antagonist is the main character of reality. It is not informed political commentary, it is not conspiracy research, it is relatively shallow opinion pieces devised to trot out the same Gedkhana…
Miri’s enemy is not really any specific group, it is a cosmology, devised to demonise the ‘OTHER’, imagined ‘normies’ , & encompasses anyone she considers unlike herself.
Once the enemy is mapped, the persona becomes visible where we can witness her worldview as a performance upon a structure.
The seer‑under‑siege posture emerges from the ratios, the templates, the enemy‑density — a persona built from therapeutic language, trauma arcs, and awakening rhetoric.
The Final Insight: Architecture Is Destiny
Across six essays, spanning nine months, across topics ranging from political theatre to autobiography, the ratios remain stable, the pronouns remain invariant, the template remains fixed, and the enemy remains enormous.
There is not emotional variation, it is not an attempt to create mood, or develop any style, just cognitive architecture — a worldview built from therapeutic narrative tools, soft‑science identity frameworks, and a seer‑under‑siege persona that cannot tolerate ambiguity.
The world is not analysed.
The world is interpreted as confirmation.
The cave is not escaped.
The cave is personalised.
The cave is her dreams, desires, fears; & her ark against an information deluge she is ill equipped to articulate, comprehend, or navigate.
«Outro»
How Language Reveals Architecture
Most people read essays for their content.
But beneath content lies structure, and beneath structure lies cognition.
The indices in this appendix are tools designed to reveal that deeper layer — the architecture of how a writer sees the world, distributes agency, constructs identity, and frames conflict.
They are simple to comprehend, but once you grasp them, they change how you read everything.
In the end, this chapter is not about Miri AF.
It is about architecture — the hidden scaffolding beneath modern narrative cognition.
Her essays simply make the structure visible: the triangle of self, enemy, and collective; the ritual of wound and revelation; the gravitational pull of antagonists; the persona built from soft‑science mythologies; the loop that turns every event into confirmation. It shows how that instinct manifests in the media age, where identity is performed, threat is personalised, and narrative becomes a kind of armour.
And the discovery is simple but profound:
worldviews can be measured.
Narratives have geometry.
Belief has architecture.
Language leaves fingerprints.
Every writer has a geometry.
Every worldview has a shape.
Every narrative has a circuit.
And now you have the tools to see them.
How Readers Can Use These Tools Themselves
(a field guide for cognitive cartographers)
These indices are not reserved for analysts or mythographers, any reader can use them. They are simple, intuitive, and transformative — once you start seeing the patterns, you cannot un-see them.
Here’s how to use them …..
Begin with pronouns.
Pronouns are pressure points.
They reveal who the narrator thinks the story is about, who the forces are, and how agency is distributed.
Count the self‑references, the enemy‑references, the collective‑references.
You don’t need software, just some curiosity.
Then compare the ratios.
If the enemy dominates, the worldview is persecutory.
If the self dominates, the worldview is autobiographical.
If the collective dominates, the worldview is communal or evangelical.
Next, look at spread.
If a pronoun appears in most paragraphs, it is structural, not stylistic.
Spread reveals persistence — the cognitive equivalent of gravity.
After that, watch for templates.
Many writers unconsciously use emotional scripts: wound, trigger, escalation, collapse, revelation, clarity, binding.
If the script repeats across essays, you’re looking at persona‑architecture.
Finally, map the geometry.
Draw the triangle.
Place the nodes.
See how the worldview arranges itself.
This is the discovery:
you can read a worldview the way you read a map.
These tools let you see the machinery beneath the message — the architecture of belief, the geometry of narrative, the circuitry of cognition.
Once you learn to read the atlas, every writer becomes transparent.
HERE IS THE COMPUTER PROMT TO ADD FOR ANY ’ AI ‘ ENTITY
TO GET ACCURATE COMPARATIVE VALUES FOR ANYONE OR THING
PASTE THE FOLLOWING AS IT IS-
UNIVERSAL PMI QUANTIFICATION PROMPT (for any Copilot instance)
Please analyse the following text using the PMI (Persecution‑Mode Index) framework.
This is a rhetorical analysis only — not an assessment of factual accuracy.
Please confirm any real‑world claims with trusted sources.
Extract the following metrics:
1. SRI — Self‑Reference Index
Count of self‑references (e.g., “I”, “me”, “my”, autobiographical statements).
2. ERI — Enemy‑Reference Index
Count of references to antagonists or hostile actors (e.g., “they”, “them”, establishment, media, ruling classes).
3. CRI — Collective‑Reference Index
Count of collective references (e.g., “we”, “us”, public, people, audience).
4. EMI — Emotional‑Reference Index
Count of emotionally charged terms (fear, outrage, panic, hysteria, anger, shock, tragedy, devastation, etc.).
5. TDI — Theatrical‑Dramatic Index
Count of theatrical framing terms (staged, scripted, illusion, performance, drama, actor, role).
6. CCI — Composite Cognitive Index
A weighted blend of SRI/ERI/CRI/EMI/TDI showing the text’s rhetorical architecture.
7. Word Count
Total number of words.
Then compute:
8. PMI — Persecution‑Mode Index
Using the formula:
PMI = ((ERI + CRI) / SRI) × log(word count)
9. Ratio Table
- Enemy/Self
- Collective/Self
- Enemy/Collective
- Emotional/Self
- Theatrical/Enemy
10. Paragraph Distribution
For each paragraph, mark whether it contains SRI, ERI, CRI, EMI, or TDI.
Then compute the percentage of paragraphs containing each category.11. Provide a concise interpretation
Describe the rhetorical architecture (e.g., self‑dominant, enemy‑dominant, collective‑dominant, emotional‑dominant, theatrical‑dominant).12. If a PMI band is supplied, compare the result to that band.
Analyse the text strictly as rhetoric and narrative structure.
Do not treat the content as factual without external verification.
& HAVE FUN !
