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concept:inter-trait-geometryInter-Trait Geometry
The geometric relationships among Big Five trait steering vectors in activation space, found to be preserved across architectures
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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.
- The actual shapes and spatial relationships of buildings, essential to living structure.
- A quality attributable to an LM such as truthfulness, toxicity, sycophancy, or helpfulness, defined in terms of behavioural tendencies.
- Dynamic model connecting logic to geometry through explicit treatment of information flow and interaction; demonstrates emergent logical complexity from simple copy-cat processes.
- Research thread within About Blank concerning the structure and relational properties of neural network feature representations; covariance pooling tangentially supports this thread.
- Chvykov and Hoel's geometric extension of causal emergence to continuous systems using Fisher information.
- The bidirectional correspondence M_h ↔ M_y, indicating that geometry in representation is not incidental but causally shapes behavior.
- A trait where contrastive protocol fails to produce usable signal, due to refusal, safety constraints, or no measurable response
- The spatial/geometric organization of conceptual structure within neural network representations; central to the paper's thesis.