The notice, a pristine white rectangle, was plastered right at eye level, mocking him with its clean font and optimistic pronouncements. He ripped it off the wall, crumpling it like a discarded tissue. He tossed it at the overflowing trash bin, missing. Letting it lay there, the pristine white now defiled by dust and a single, dead fly. "Condos," he spat the word, visualizing the yuppies who would soon be swarming the building like locusts. He pictured them, with their perfectly groomed dogs and their artisanal coffee, judging his chipped paint and his ancient, squeaky floors.

He slammed his apartment door, the flimsy wood rattling in its frame. He stomped down the hall, avoiding eye contact with Mrs. Henderson, who always had something overly cheerful to say. He’d seen her eyeing the notice. He knew what she was thinking. Good riddance to the riff-raff.

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