Pairwise Steering Evaluation

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

• Stepwise steeringmethod0.781
  Novel method that applies intervention only when the model begins a new thinking step (at the \n\n delimiter) rather than at every token
• Bidirectional Steeringconcept0.776
  Ability to steer model behavior in two opposite semantic directions on a trait.
• Pairwise steering needs empirical maps rather than assuming vector addition will behave like ordinary semantic blendingclaim0.758
  Cosine similarity is useful but insufficient; highly similar traits can still destructively interact
• Agentic self-steering evaluationmethod0.754
  Method where Kimi K2.5 steers its own SAE features in real time and reports on its internal emotional state
• direction-based steeringconcept0.752
  Paradigm of finding the right direction in activation space (e.g., linear steering).
• Our method enables bidirectional steering of model behavior.finding0.751
  The method can steer the model in both positive and negative directions on the target semantic.
• steering vectorsconcept0.741
  A method for modifying model behavior by adding perturbation vectors to activations, used here to try to reduce eval awareness.
• Pairwise Interaction Taxonomyframework0.736
  Classification scheme for pairwise persona vector composition outcomes: constructive, dominant, or destructive