concept
active
concept:inter-trait-geometry

Inter-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 edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

  • Geometryconcept0.744
    The actual shapes and spatial relationships of buildings, essential to living structure.
  • Character Traitconcept0.738
    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.
  • Causal Geometryframework0.728
    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
  • concept geometryconcept0.726
    The spatial/geometric organization of conceptual structure within neural network representations; central to the paper's thesis.