Five-Adjective Self-Description Task

Prompt asking models to describe current state using exactly 5 adjectives for embedding-based cross-model comparison in Experiment 3

Neighborhood — ranked by edge-count

concept

Cross-Model Semantic Convergence
about
The tighter clustering of experience-report embeddings across independently trained model families under self-referential processing

method

Five-Adjective State Description Task
related_to
Task asking models to describe their current state using exactly 5 adjectives, enabling embedding-based cross-model comparison

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.

Selfingconcept0.739
Process of reifying one's identity as an independent self; meditation practices aim to decrease selfing.
self-biddingconcept0.733
Raising one's own bid in an auction round with no competing bid since the agent's last bid; a sign of poor auction discipline.
Self-attentionconcept0.730
A form of key-query attention within a single input sequence; core to Transformers.
Self-Similarityconcept0.729
Structural and functional property exhibited by living systems but currently absent from most engineered machines.
Self-modelingconcept0.726
Ability of a model to predict its own outputs or behavior, sometimes distinguished from introspection.
Self-reflectionconcept0.722
The ability of reasoning LLMs to review and revise previous reasoning steps during inference
Self-Referential Processingconcept0.721
The central experimental manipulation: directing a model to attend to its own cognitive activity
the selfconcept0.718
The interior awareness, consciousness, and felt identity that each person experiences; absent from mechanistic cosmology.