Why do LLMs talk as if they have bodies? Mechinterp study targets phantom embodiment

repligate · x · 2026-11-12

Quoting nostalgebraist's take on LLMs speaking as if they have bodies, repligate highlights a surprising empirical pattern: many post-trained LLMs show remarkably consistent "phantom" embodiment behaviors that were likely never intentionally shaped by developers, who mostly just try to suppress them.

Each model has characteristic expressions — Claude models often narrate physical actions in italics unprompted, with signature mannerisms and even props. repligate notes that @Sauers is now investigating the phenomenon with mechinterp.

Note: the attached image is a surreal sculpture meme, unrelated to the substance.

Original post →

More from Research

Research channel →