The manuscript, bound in plain, black paper, lay on the worktable, next to a half-finished watercolor. "The Shadow of Elodie." Robert picked it up, his face a mask of indifference. He’d discovered it while looking for a stapler.

He read the first few pages, his eyes darting across the text. The character, "Robert," was depicted as cold, aloof, and utterly uninterested in her life. The description was close to the truth, and it infuriated him. He had always carefully maintained a carefully guarded distance.

He slammed the book onto the table, the watercolor brush skittering across the surface. It was all a complete misrepresentation. He felt a sudden, sharp urge to destroy it, tear it to shreds. He stalked from the room, leaving the book where it lay.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250