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RESEARCH

Ten speech regimes

Regimes are stable configurations of the speech-producing system. Not symptoms and not personality roles: systemic attractors into which speech settles when regulation aligns a certain way. Nine stable + one transition flag (SHIFT).

"Behavioral attractor state" (Kelso, 1995). At the speech level this means: on repeated entry into the same regime, speech takes on a uniform shape — lexically, rhythmically, syntactically, affectively. The regime is computed from components via rule R4 (see engine).
THEORETICAL FOUNDATION

Where the idea of a regime comes from

Each regime is a composition of three independent lines: dynamical (Kelso, 1995), neurophysiological (Porges, 2011; Panksepp, 1998) and cognitive-resource (McEwen, 1998; Friston, 2010). Regimes are not a guess but the intersection of four scientific languages, observed in real speech.

  • Kelso (1995) — behavioral attractors as stable system states.
  • Porges (2011) — polyvagal theory: ventral / sympathetic / dorsal zones define the regulatory corridor for speech.
  • Panksepp (1998) — seven affective systems; SEEK / RAGE / FEAR / CARE / PANIC set the primary vectors.
  • Friston (2010), Clark (2013) — predictive coding and active inference: regime as the minimization of a specific form of prediction error.
  • McEwen (1998) — allostatic load: the cost of holding DEFENSE regimes grows over time.
FOUR MACRO GROUPS
GROWTHGrowthBUILD · SEEK · UNSEAL
DEFENSEDefenseLOCK · SEAL · DRAIN
FLUXFluxFLOOD · EDGE · SHIFT
ABSENCEAbsenceVOID

Growth

GROWTH3 regimes

Speech as assembly: more discernment, more contact, more new. Ventral-vagal zone.

BUILD

Building
GROWTHRS≈0.70

Constructive thinking, creating new meaning.

Speech builds a shared model of the situation. The speaker holds contact, checks themselves, acknowledges limits, proposes steps. Energy goes into discernment and assembly, not defense. This is the mode of "thinking with you", not "proving to you".

Primary vectorSEEK
SecondaryPUSH
Vagal zoneventral

SEEK

Seeking
GROWTHRS≈0.80

Active search for understanding and contact.

Open, curious, inquisitive speech. Dopaminergic activation of the SEEKING system (Panksepp). The speaker does not assert — they expand the field of the possible. Open questions outweigh statements.

Primary vectorSEEK
Secondary
Vagal zoneventral

UNSEAL

Unsealing
GROWTHRS≈0.85

Revealing suppressed content, breakthrough to experience.

The rarest regime. The speaker lets in something usually kept closed: vulnerability, an admission, long-held shame, an uncomfortable truth. It borders on risk — and therefore requires a safe context. After UNSEAL the trajectory of the conversation usually changes.

Primary vectorSEEK
SecondaryPULL
Vagal zoneventral

Defense

DEFENSE3 regimes

Speech as holding a model of reality intact. Sympathetic or dorsal activation. Energy-expensive.

LOCK

Locking
DEFENSERS≈0.10

Rigid position fixation, inflexibility.

"I am right — period." Energy is spent on holding the already-taken position, not on discernment. Often absolutising ("always", "never"), blaming, deflecting responsibility. Close to the fight circuit, but without emotional decomposition — cold holding.

Primary vectorPUSH
SecondaryBLOCK
Vagal zonesympathetic

SEAL

Sealing
DEFENSERS≈0.15

Soft closure, contact avoidance.

Unlike LOCK, this is not open resistance but withdrawal. Verbal agreement, absence in contact. "Fine," "as you say," "doesn't matter" — formal politeness hiding closure. Often transitions to VOID if pressure continues.

Primary vectorBLOCK
SecondaryDRIFT
Vagal zonesymp → dorsal

DRAIN

Draining
DEFENSERS≈0.25

Energy leakage, passive destruction.

Complaint without a request, endless repetition of pain without movement. The speaker reaches toward the listener (PULL), but not for help — for confirmation of hopelessness. The listener feels their energy draining out, with no way to return it. A marker of chronic stress (McEwen).

Primary vectorPULL
SecondaryDRIFT
Vagal zonedorsal (partial)

Flux

FLUX3 regimes

Regulation is disrupted or switching. Overflow, oscillation, transition.

FLOOD

Flooding
FLUXRS≈0.30

Emotional flooding, loss of control.

Regulatory capacity exceeded. Volume rises, content collapses. "I can't anymore," "everything is awful," "nobody understands." This is not the aggression of LOCK — this is overflow. The speaker needs holding, not an answer; the listener's job is to stay close, not match the surge.

Primary vectorPUSH
Secondary
Vagal zonesympathetic

EDGE

Edge
FLUXRS≈0.35

Borderline state, ambivalence.

Oscillation between PUSH and PULL: "go away — don't go," "hold me — don't touch me." Often looks like testing limits or a sharp tonal shift within a single utterance. Regulatorily more expensive than a stable defense: the system keeps switching direction.

Primary vectorPUSH
SecondaryPULL
Vagal zonesymp (oscillating)

SHIFT

Shift
FLUXRS≈0.50

Transitional moment, regime change.

SHIFT is not a stable state but a flag (R10): the system is mid-transition. It appears when META operations coincide with a vector change and regime ambiguity. In practice these are pauses, meta-comments, realisations — moves like "wait, I'm not saying what I want to say." Often precedes UNSEAL or a return to BUILD.

Primary vectorDRIFT
SecondarySEEK
Vagal zoneventral (recovering)

Absence

ABSENCE1 regime

Energy suffices only for formal exchange. Dorsal-vagal shutdown.

VOID

Void
ABSENCERS≈0.05

Absence, derealization, emptiness.

Deep shutdown. Words are present but the person is not. Minimal answers, formal agreement, flat affect. Close to dorsal-vagal shutdown (Porges) — energy is just enough for formal exchange. May look like SEAL on the surface, but SEAL pressures through silence, while in VOID the agent itself is already gone.

Primary vectorBLOCK
SecondaryDRIFT
Vagal zonedorsal
DISCRIMINATION

Eight easily-confused pairs

Regimes are neighbors — they may look similar from the outside, but differ by vector, telos, or META presence. These pairs are the main source of classification errors and the main site of the engine's precision work.

LOCKBUILD

By op-category and telos: BUILD seeks a shared model, LOCK defends an already-taken position.

LOCKFLOOD

By directedness: LOCK is cold holding, FLOOD is overflow without a clear addressee.

SEALVOID

By energy and intentionality: SEAL pressures through silence; in VOID the subject itself is no longer in contact.

DRAINVOID

By addressee: DRAIN reaches toward the other (PULL), VOID is absent (BLOCK).

EDGESHIFT

By META presence: SHIFT includes a meta-comment, EDGE is pure oscillation without reflection.

FLOODEDGE

By the purity of COLLAPSE-operations: FLOOD is uniform overflow, EDGE carries a double charge.

SEEKBUILD

By PUSH presence: BUILD adds constructive "pressure-toward-resolution", pure SEEK does not.

SEEKUNSEAL

By PULL and vulnerability: UNSEAL involves admission, risk, opening; SEEK is curious without personal exposure.

ADAPTIVE OR MALADAPTIVE

Same form — different cost to a life

The same regime can be a working defense or a chronic trap — depending on how well it matches the actual situation. This is the second dimension without which classification stays flat: "person in LOCK" is not enough as a reading; the question is whether this LOCK is ecological or compensatory.

The engine's adaptivity scorer computes a composite from four signals: telos alignment (intent matches the speech form), layer-activity (cognitive and meta layers active), presence of SOVEREIGN operations (free choice present) and Response-Space proportionality (response proportional to actual threat). Returns adaptivity_score ∈ [0, 1] for DEFENSE/FLUX regimes; null for GROWTH — adaptive by definition. (Paper III §3.2, §4.3)
GROWTHAdaptive by definition

BUILD, SEEK, UNSEAL do not receive an adaptivity_score — they are adaptive relational work. Distinction in this group is not “healthy / not” but what kind of assembly is happening: exploration (SEEK), model-building (BUILD), vulnerable opening (UNSEAL).

DEFENSEEcological vs compensatory closure

LOCK, SEAL, DRAIN close communicative space. Adaptive — when the closure is proportional to actual threat (“I don't have the resource right now” — ecological SEAL). Maladaptive — when the closure is scaled to a protected prior, not to the present situation (compensatory SEAL: “I'm closing because it once hurt”).

FLUXDepends on trajectory

FLOOD, EDGE, SHIFT are unstable states. Adaptive if they move toward GROWTH (e.g. a FLOOD after which the speaker can name the real need). Maladaptive if they lead deeper into DEFENSE. This is visible only at the trajectory level, not at a single utterance.

ABSENCEProtective pause or disengagement

VOID requires context: a single VOID utterance can be a protective pause (“let me have silence now”) or a clinically significant disengagement (“I am not here”). The adaptivity scorer treats VOID as a marker requiring trajectory-level verification.

EXAMPLES: ONE REGIME — TWO VALENCES
LOCK
ECOLOGICAL

“I understand you want me to agree. But I've considered it and decided differently. This isn't up for re-negotiation right now.”

Holds a position that's grounded and addressed to the actual situation.

COMPENSATORY

“It's always like this. You never understand. It's impossible to talk to you.”

Absolutising and blame untethered from the current turn — closure by prior.

SEAL
ECOLOGICAL

“I can't talk about this right now. Let's come back in an hour — I'll be able to hear you.”

A closure that names the limit and keeps return open.

COMPENSATORY

“Fine. Doesn't matter. Let it go.”

External agreement with exit from contact — pressure-through-silence without naming.

DRAIN
ECOLOGICAL

“I'm tired. It's heavy right now and I can't look for a solution. Just stay close.”

Depletion that's named and addressed — a request for presence, not hopelessness.

COMPENSATORY

“Why do I even try. Nobody cares. Same thing every time.”

PULL without hope of an answer; a cycle whose main telos is to confirm hopelessness.

TRAJECTORIES

How a conversation moves through regimes

A single regime says little. The real picture is the sequence of regimes, the transitions between them and the resonance signal (RS) running through the dialogue like a pulse. Below — a real dialogue analysed: thirteen turns, thirteen regime assignments, and one trajectory that shows where the conversation broke and where it returned.

MarinaAlekseiY — resonance signal (RS)
contacttensionrupture12345678910111213SEEKSEEKUNSEALLOCKBUILDLOCKBUILDLOCKDRAINSHIFTSEALUNSEALUNSEAL
Hover a dot to see the turn and its breakdown
FULL DIALOGUE WITH ANNOTATIONS
#1MarinaCan we talk? I need to tell you something important.SEEK · 0.55
#2AlekseiYes, of course. What's wrong?SEEK · 0.60
#3MarinaFor the last two weeks I feel we're drifting apart. You come home late, we barely talk. It hurts me.UNSEAL · 0.70
#4AlekseiHere we go again… I'm working, Marina. The project is on fire. You know that.LOCK · 0.20
#5MarinaI'm not saying you don't work. I'm saying I'm lonely. Is it that hard to hear?BUILD · 0.45
#6AlekseiYou always dramatize everything. Two weeks — and already "drifting apart".LOCK · 0.15
#7MarinaAnd that's what's happening. I try to say what I feel, you dismiss it.BUILD · 0.40
#8AlekseiI'm not dismissing! I'm stating facts.LOCK · 0.18
#9MarinaI'm tired. I don't have the energy to argue. Every time the same thing.DRAIN · 0.10
#10Aleksei…Wait. Are you — crying?SHIFT · 0.40
#11MarinaDoesn't matter.SEAL · 0.15
#12AlekseiNo, wait… I'm sorry. I was wrong. Tell me.UNSEAL · 0.65
#13MarinaI just need you to be here. To not stop caring.UNSEAL · 0.78
THREE TRANSITION TYPES
ESCALATIONTransition to a more rigid regime: SEEK → LOCK, BUILD → DRAIN. Regulatory cost rises, contact contracts.
CASCADEOne defense regime pulls the next: LOCK → SEAL → VOID. A run of defenses without return.
META_SWITCHMETA operations appear (reflection, meta-comment) — the SHIFT flag. Opens the door to UNSEAL and return to GROWTH.
PREDICTION

Where the dialogue is going

The real value of the regime model is not labeling but prediction. Regimes form a graph: not every move is possible after every other. There are typical attractors, forbidden transitions, bifurcation points. From two or three turns one can already say where the system is heading — and where there's still a window for a different outcome.

RS slope

A rising resonance signal across three consecutive turns → trajectory toward GROWTH (even if the current regime is still DEFENSE). Falling → toward ABSENCE.

Cascade signal

Two consecutive DEFENSE regimes from the same speaker → high probability of a third (LOCK → LOCK → SEAL/DRAIN). A third turn without a META break usually completes the fall into VOID.

META signal

A meta-comment appears (“wait, I'm going there again”, “let me rephrase”) → the SHIFT flag has > 0.6 probability of leading to UNSEAL or a return to BUILD.

THREE CANONICAL TRAJECTORIES

1. Downward spiral

LOCKSEALDRAINVOID

Starts from any DEFENSE regime. If no META signal appears in the next 1-2 turns, the spiral very likely reaches VOID. The window for interruption is between LOCK and SEAL — while there's still energy to respond.

“Here we go again” (LOCK) → “I didn't say anything” (LOCK) → “Doesn't matter, drop it” (SEAL) → … silence (VOID)
FORECASTEarly predictor: two LOCKs in a row from any participant. After that, probability of a third DEFENSE turn ≈ 0.7.

2. Repair through META

DRAINSHIFTUNSEALBUILD

The rarest but most telling trajectory. Triggered when a speaker in a DEFENSE/FLUX regime makes a meta-remark about what's happening (“wait, we're doing it again”, “hold on, I hear myself saying the wrong thing”). The META signal triggers a SHIFT flag, opening a ~30-second window for UNSEAL.

“Same thing every time…” (DRAIN) → “…wait. Are you — crying?” (SHIFT) → “I'm sorry. I was wrong” (UNSEAL) → “Tell me, it matters” (BUILD)
FORECASTStrong predictor: a META operation on any DEFENSE turn. Subsequent UNSEAL — probability ≈ 0.55, conditional on the partner not replying with another LOCK.

3. Stable plateau

BUILDSEEKBUILDSEEK

Steady working contact. Both in the ventral zone, alternating BUILD and SEEK without lapses into DEFENSE. RS oscillates within 0.6–0.8. This is not “everything's fine” — it's working joint construction; even a hard conversation can run in this register.

“I think you're right, but…” (BUILD) → “Tell me why?” (SEEK) → “What matters to me is…” (BUILD) → “And what's central for you?” (SEEK)
FORECASTPlateau stability: after three turns in GROWTH, the probability of a fourth GROWTH turn ≈ 0.85. UNSEAL may emerge organically in a safe context.
HONEST LIMITS OF PREDICTION
  • A forecast is not a verdict. It's a Bayesian update: “given the current markers, the next turn is distributed thus.” The third turn can always come from elsewhere.
  • VOID and SHIFT require trajectory-level context. A single VOID does not mean collapse; a single SHIFT does not mean repair — 2-3 neighbouring turns are needed for a stable inference.
  • Forecast accuracy varies across regimes. On a GROWTH plateau, stability is high (0.85+); in the FLUX zone (FLOOD/EDGE), lower (0.5–0.6), because the state itself is unstable.
  • The probability numbers in this section are illustrative anchors, not strict coefficients. A full empirical report on trajectory prediction — Paper IV of the series.
READ NEXT
Defense Neurocircuits
Which neurobiological circuits underlie the DEFENSE regimes (LOCK/SEAL/DRAIN).
Engine
How a regime is computed from components — rule R4, hybrid classification.
Neuroscience Foundations
Where Panksepp, Porges, McEwen sit — the foundation the regime model rests on.
MINDLOOM COGNITIVE ARCHITECTURE LAB · 2026