The cheap, floral wallpaper in the cafe seemed to mock Amelia. Another of *her* choices, probably. This entire afternoon, waiting for ‘David’, had felt like a slow burn of annoyance. She'd envisioned a charming, bookish type; the email exchanges had certainly painted that picture. Now, here was another woman, practically a carbon copy of herself in a too-bright, pastel dress, looking just as bewildered. Amelia’s jaw clenched. The matching purses, the shared nervous fidgeting, the way the other woman’s smile faltered… it was all incredibly irritating.

The barista, a teenager with a pierced lip, cleared their throat. "Are you both waiting for… David?" The air in the cafe thickened with unspoken accusations. Amelia took a long sip of her lukewarm coffee, carefully meeting the other woman’s gaze.

"I am," Amelia stated, her voice tight. The other woman’s face fell, and Amelia felt a flicker of something that might have been satisfaction. She decided she'd say nothing else until she saw David's face.

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