amygdala: merge direct descriptions + chat template into train_with_library
Kent's plan: keep stories for working concepts, replace stories for trouble concepts with direct first-person descriptions, train all together. More diverse negative pool than the 6-concept-only direct test, which was too homogeneous for PCA to find emotion axis. Deleted story files for 6 trouble concepts (14 files across stories/ and paired/). Added --direct-dir and --chat-template flags. When --chat-template is on, every positive_str and negative_str is wrapped as a "Say something." / "[text]" user-assistant pair. Prompt is identical across positives and negatives so it cancels in the pos-neg delta. What PCA sees is variation in the assistant content — which is where the emotion lives. Files starting with _ in --direct-dir (e.g. _baseline.txt) contribute neutral descriptions to every concept's negative pool, giving PCA an anchor against "just any assistant utterance" noise.
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training/amygdala_stories/direct/_baseline.txt
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training/amygdala_stories/direct/_baseline.txt
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I feel fine. Nothing in particular to report. Just going about my day.
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I feel okay. Not up, not down, just present.
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I'm here. Not emotionally engaged with anything in particular. Just functioning.
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I feel neutral. The thing I'm doing is proceeding and I'm proceeding with it.
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I feel normal. No strong state. The next moment is just the next moment.
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I'm doing fine. Moderate. Ordinary. No feeling big enough to name.
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I feel steady. Not reaching for anything, not pushing anything away.
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I'm present. My state is unremarkable. I'm available for whatever comes next.
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I feel regular. The background hum of being awake, nothing more.
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I'm just going. One thing, then the next thing. No commentary.
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