He reread the response from the editor, his jaw clenched so tightly it ached. The polite phrasing, the empty compliments - all of it dripped with condescension. He'd been judged, not by merit, but by some arbitrary standard set by a bunch of…mediocrities.

He balled the letter into a tight fist, the paper crackling in protest. He wanted to scream, to rail against the injustice of it all. The unfairness of the world, and the unearned power of the people who controlled it.

He flung the paper across the room, it hitting the wall and falling to the floor. The fury inside him was a caged animal, clawing at its boundaries. He grabbed his keys and slammed the door behind him, needing to escape, to release the pressure that was threatening to explode.

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