Random-Direction Control

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

• Intentional control taskmethod0.757
  Task instructing the model to write a sentence while thinking or not thinking about a word, measuring internal representation strength.
• controlconcept0.757
  The act of directing a system's behavior; the objective of a regulator.
• smooth controlconcept0.753
  Coherent, predictable changes in model behavior achieved by navigating along the learned manifold rather than using straight-line interventions.
• Variance-matched random probe controlmethod0.752
  Control method sampling random directions from top-k PC spaces matched to emotion probe variance, to isolate emotion-specific persistence
• Random word prefix control prompt (random-prompt)method0.751
  Control prompt with random words of same length as ask-correct to isolate token-count confounds.
• Temporal Permutation Controlmethod0.747
  Control procedure that permutes the concatenation order of (C)ARR while preserving internal token order; repeated 10 times.
• top-down controlconcept0.741
  Higher levels (tissue, organ, bioelectric pattern) causally influence lower-level events; key for evolutionary and engineering interventions.
• Label-Shuffled Controlmethod0.741
  Negative control randomly flipping pos/neg labels in extraction data to verify persona-specific labeling