Sarah pushed her chair back, the scrape of its legs against the linoleum echoing in the otherwise silent room. A coldness settled in her stomach, a feeling of utter disdain for the situation and for the way the department head, Ms. Abernathy, was looking at her. She wouldn't explain herself.

The accusations, though vague, were ludicrous. Her work? Taken? The idea was preposterous. She brought her coffee mug up to her mouth, and took a long sip. The bitter liquid did little to soothe the rage that threatened to boil over. She imagined herself, later, at the library.

She could feel a tremor in her hands. The room seemed too small, the air thick with unspoken accusations. She simply folded her arms. Her face remained still. Her eyes remained cold.

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