Linear Map (a ⊸ b)

Semantic domain for linear transformations; denotation as actual linear function; Category instance generated from homomorphism principle.

Neighborhood — ranked by edge-count

concept

Category Theory
implements
Fundamental mathematical tool; poset-as-category provides simple instances of categorical notions like products and adjunctions.

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.

Linear Alignment Map (ϕ_lin)method0.834
Alignment map ϕ(h)=W_orth*h using orthogonal matrix; assumes linear representation hypothesis
Linear Transformations (a :( b)concept0.820
Linear representationconcept0.798
The idea that features are encoded as directions in activation space.
linear directionconcept0.795
A straight vector in activation space, traditionally used for concept manipulation; claimed to be insufficient when true concept geometry is curved.
(⊸) linear transformation typeconcept0.794
A domain-specific language for linear transformations, specified by denotation as linear maps (a ⊸ b).
linearityconcept0.786
The sequential, continuous order of text, often challenged by diagrammatic branching.
Linear Representation of Featuresconcept0.771
The central object of study — the idea that a concept like truth is encoded as a direction in the LLM's latent space
Linear Probemethod0.771
Simple linear classifiers trained on model activations used as the probing technique within the introduced method.