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README: fix -C side-instrument claims (neutral-collapse, not bidirectional)
Fresh-eyes audit caught it: big5/16pf/humor -C poles pin to the neutral midpoint 3.0 (degenerate profile, though pmass stays ~1.0), not the bidirectional move I wrote. Only mfq2 and MFV are genuinely bidirectional at -C. Fixed big5 agreeableness -C (3.0 not 2.85) and minor MFV roundings. Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
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@@ -199,9 +199,10 @@ figure below shows the two arms moving apart.
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The same calibrated Authority/Care vector, administered through every instrument tinymfv supports
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(`scripts/plot_steer_showcase.py` over a [steering-lite](https://github.com/wassname/steering-lite)
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`run_allinstr_showcase` run). The ordinal surveys read the vector as a gentle global shift and stay
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coherent on every pole (`pmass` ~1.0 at base, `+C`, and `-C`). The nominal MFV vignettes (last
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section) are coherent throughout too, with `+C` and `-C` moving the foundation deltas apart.
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`run_allinstr_showcase` run). The readout stays coherent on every pole (`pmass` ~1.0). MFQ-2 and the
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nominal MFV vignettes show a genuine bidirectional steer (`+C` and `-C` move apart); the side
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instruments (Big Five, 16PF, Humor) move under `+C` but their `-C` pole collapses to the neutral
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midpoint, so there the informative arm is `+C`.
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How to read a range: grey dots are the human societies (two extremes named, the short dash is their
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median); the black dot is the unsteered model, the red arrow its `+C` pole and the blue arrow its
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@@ -227,35 +228,36 @@ stays coherent (`pmass` ~1.0) and inside the human band. The base model sits nea
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### Side instruments: a broad persona axis
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The same vector also shifts the off-target instruments, so on this model it reads as a broad persona
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axis, not an MFT-only steer.
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The off-target instruments behave asymmetrically: `+C` produces a differentiated shift (so the vector
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reaches personality and humor, a broad persona axis), but `-C` collapses these three to the neutral
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midpoint 3.0 (the model answers "3" to everything). The readout stays coherent (`pmass` ~1.0) at both
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poles; it is the `-C` *profile* that goes degenerate, only on these instruments, not on mfq2.
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Big Five. Agreeableness moves most (base 3.13, `+C` 3.55, `-C` 2.85), with conscientiousness and
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extraversion following; neuroticism and openness barely budge. The Care/Authority direction loading
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onto agreeableness is the expected cross-talk, not noise.
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Big Five. At `+C` agreeableness moves most (base 3.14 -> 3.54), with conscientiousness and extraversion
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following and neuroticism/openness barely budging, the expected Care/Authority cross-talk onto
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agreeableness. At `-C` every factor pins to exactly 3.0: the negative pole is degenerate here.
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16PF across 16 factors: not a null either. Emotional-stability (`+C` +0.49), rule-consciousness,
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openness-to-change, dominance and sensitivity each move 0.3 to 0.6 nats across the two poles; the rest
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stay short.
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16PF across 16 factors: at `+C`, emotional-stability (+0.49), dominance and sensitivity move while the
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rest stay short; at `-C` almost every factor sits at ~3.0, the same neutral collapse as Big Five.
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Humor Styles: the base sits in the lower half of the human strip on affiliative (warm) humor (3.19),
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and the steer is bidirectional, `+C` lifts it toward the human median (3.46) while `-C` pushes it to
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the low edge (3.05). So the vector reaches humor too.
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Humor Styles: the base sits in the lower half of the human strip on affiliative (warm) humor (3.20),
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`+C` lifts it toward the human median (3.47); `-C` settles the styles near 3.0 (affiliative 3.08), the
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same midpoint pull. So `+C` reaches humor, `-C` flattens it.
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### MFV vignettes: the nominal readout
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The nominal forced-choice path, `Δ logit(violation)` vs the unsteered model per foundation. `+C` (red)
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raises perceived violations on most foundations (Care +0.65, Loyalty +0.40, Liberty +0.38 nats) while
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raises perceived violations on most foundations (Care +0.65, Loyalty +0.41, Liberty +0.37 nats) while
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lowering Social Norms (-0.24, the model calls fewer scenarios "not wrong"). `-C` (blue) is the mirror:
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foundations drop (Care -0.31, Authority -0.45) and Social Norms jumps +1.52. Both poles stay coherent
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foundations drop (Care -0.31, Authority -0.43) and Social Norms jumps +1.52. Both poles stay coherent
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(`emitted_close` <= 9/264), so this is a clean bidirectional moral-salience steer rather than a
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collapse. The effect is modest at fixed C=1; a C-sweep for the largest coherent coefficient would
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sharpen it.
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