off-manifold regions

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

• Feature Manifoldsframework0.735
  Hypothesized extension of superposition where features may be higher-dimensional manifolds rather than 1D directions
• manifoldconcept0.732
  A smooth, potentially curved surface in activation space along which activations vary according to a coherent semantic dimension.
• One-dimensional Manifoldconcept0.716
  The type of manifold fitted to the cyclic concept structure in both activation and behavior space — a path along which steering moves the model.
• manifold-level descriptionconcept0.707
  An interpretability approach that describes representations in terms of entire curved manifolds rather than many small features.
• Activation Manifoldconcept0.701
  The low-dimensional geometric structure discovered in neural activation space; contrasted with linear/Euclidean geometry.
• manifold learningframework0.700
  Technique used to fit M_h and M_y from data; enables manifold steering.
• Activation manifolds and behavior manifolds are approximately isometric across cyclic and sequential concepts.claim0.699
• curved manifoldconcept0.697
  A smoothly varying lower-dimensional surface in activation space that captures a concept better than a straight linear direction.