The floral arrangements seemed aggressively cheerful to Beatrice. She shifted the weight of her clutch, feeling the familiar prickle of annoyance at the overly enthusiastic music. When she saw David, she nearly stumbled, a wave of heat flashing through her. She immediately felt her jaw tighten.

He was talking to her cousin, Emily, who, as far as Beatrice was concerned, had always been a little too willing to please. The way he leaned in, his hand lightly touching Emily's arm… Beatrice felt a sudden, inexplicable urge to knock the centerpiece over.

She took a deep breath. She wouldn't let him ruin her night. She would, however, make sure he saw her talking and laughing with *his* old college roommate.

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