"They're *what*?" Sarah spat the words across the counter at the waitress, her voice laced with acid. The woman, bless her heart, flinched. The news was bad enough. The greasy spoon diner, "Flo's," was the last bastion of her youth. It was where she had taken every date, had every birthday celebration, where she had broken up with her high school sweetheart.

She shoved a crumpled twenty onto the counter, not bothering to wait for change. The cheap coffee stained her teeth, and the formica table felt sticky under her fingertips. She stood abruptly, knocking over her chair. Let the place rot.

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