Semantic Pathway

Pathway by which system prompting and few-shot imbuing operate through semantic conditioning, preserving alignment with the refusal direction

Neighborhood — ranked by edge-count

paper

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.

semantic structureconcept0.783
The meaningful organization of concepts in a model's representation space, claimed to be better captured by manifolds than by SAEs.
Geometric Pathwayconcept0.768
Pathway by which activation steering geometrically displaces representations away from refusal direction, independent of semantic meaning
Semantic System of Graphical Relationsconcept0.732
Semantic Diversityconcept0.731
Core concept measured by NLI Diversity — diversity of meaning across a set of dialogue responses
semantic valueconcept0.731
Meaning that arises from relations within the graphical system, not inherent in elements.
Compositional Semanticsconcept0.725
Denotation function µ decomposes over operations so meaning of compound expressions follows from meanings of parts
Representation-based Pathconcept0.722
The path in activation space derived by fitting the representation manifold, used to steer along the geometric structure of internal representations.
Graphical expression of semantic relationsconcept0.719
Core principle that spatial positioning, proximity, and graphical features constitute a meaning-making system independent of textual content.