The champagne flute felt absurdly light in Amelia’s hand. She’d chosen to stand near the open bar, a strategic move to be as far away from *him* as possible. Across the crowded dance floor, she could see him, laughing a little too loudly with a girl in a dress that looked suspiciously like a bridesmaid’s. Amelia tightened her grip on the glass, the cold biting into her palm.

That smirk. It was the thing that had driven her absolutely insane. Even from this distance, she could practically feel it radiating, a silent, smug acknowledgement of… what exactly? That he'd moved on? That he was *happy*? She tilted her head, trying to see if he was looking at her, hoping, almost, that he was.

The waiter offered a tray of hors d’oeuvres. Amelia grabbed two miniature quiches, jammed them into her mouth, and turned away before he could get a word out. She’d rather gnaw on her own fingernails than speak to him.

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