concept
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concept:intractable-trait-resistant-to-standard-extractionIntractable trait (resistant to standard extraction)
A trait where contrastive protocol fails to produce usable signal, due to refusal, safety constraints, or no measurable response
Neighborhood — ranked by edge-count
Papers (1)
paper
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Demonstrated through the evil-vector transfer from AMORAL-GPT-OSS into unmodified G20B
- A trait already strongly expressed at baseline (alpha=0) without steering intervention
- The geometric relationships among Big Five trait steering vectors in activation space, found to be preserved across architectures
- Summarizes the practical advantage of breaking complex new processes into small, individually adoptable sequences.
- Standard contrastive protocol fails for 'evil' in G20B because positive split is empty
- A key personality trait studied: actively seeking to harm, manipulate, and cause suffering out of malice and hatred
- Unintended movement of non-target OCEAN traits when steering toward a target trait; quantified via lambda metric