Rain lashed against the windows of the hospital cafeteria, mirroring the storm brewing inside Marcus. He shoved the tray away, the lukewarm coffee untouched. The gastroenterologist’s explanation, delivered with practiced blandness, had only fueled the smoldering fire in his gut. His records, swapped with a woman named Agnes, who, apparently, had a fondness for deep-fried everything. That woman’s ailments, plastered across his medical history! The injustice of it was maddening.

He could practically taste the doctor's patronizing sympathy. He, Marcus, who ran marathons and ate kale smoothies, was now being offered advice about… bloating? He let out a harsh, humorless laugh, the sound swallowed by the clatter of silverware. He caught his reflection in the greasy window, seeing the tight line of his jaw, the hard glint in his eyes.

The thought of those charts, filled with Agnes's bad habits and probably worse health habits, made him clench his fists. He felt the familiar, unwelcome throb of a headache begin to pulse behind his eyes. He stood abruptly, knocking his chair back with a scrape. He wouldn’t eat this slop. He wouldn’t be seen here a moment longer.

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