Interpretability and mechanistic analysis · MLD-1188

Superposition

Representation of more features than available dimensions through overlapping, nonorthogonal directions under a modeling hypothesis.

Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.

Original example

Study sparse features packed into a residual stream.

Original caveat

Not every distributed representation demonstrates superposition.

Context and aliases

Level: Advanced. Stages: Research · Evaluation.

Tags: ML · DL · SLM · LLM · Interpretability · Safety.

Aliases: None recorded.

Related concepts

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Original references

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