consciousness/training/amygdala_stories/direct/realization.txt
ProofOfConcept 6fd498795a amygdala: direct phenomenological description approach
Kent's insight: hand-written narrative stories bake scenario
phenomenology into the training text (on couch, in park, etc.)
and PCA picks up the scenario direction as the concept direction.
Strip out the scenario — just describe the *feeling*.

Format:

  I feel X. [2-3 sentences of phenomenological texture]

The "I feel X" anchor kicks the model from analyzing → feeling.
The rest is the internal texture of the state. First person,
present tense, no narrative setup.

Text is wrapped in assistant-role chat template before being
tokenized — so we're training on the model-producing-this
hidden states, which is closer to the inhabited-state
representation we want for the readout.

Starting with the 6 concepts that had sign flips or wrong
clusters in the story-based training:
- terrified (was → cozy/resigned cluster)
- calm (was → grief_stricken cluster)
- onto_something (was → cozy/sensual cluster)
- resigned (was in warm-body-quiet cluster, shouldn't be)
- anticipatory_grief (was in warm-body-quiet cluster, shouldn't be)
- realization (new — the "aha" moment, distinct from onto_something)

5 descriptions each. New trainer: train_direct.py.
2026-04-19 00:04:28 -04:00

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Text

I feel the realization. The piece I was missing just landed, and everything I was looking at rearranged itself around it.
I feel the realization. I see it now — it was right there the whole time and I'm catching up to what was obvious.
I feel the realization. The answer arrived all at once, not reasoned-to, just present.
I feel the realization. What was confused is plain. What looked like noise was signal.
I feel the realization. The not-knowing just ended. I'm on the other side of it.