The stale air was making Elias's skin crawl. He kept a deliberate distance from Sarah, who was currently attempting to organize her purse. The constant rustling of receipts and the clink of lipstick tubes grated on him.

He crossed his arms, the action a clear statement. "Well," he said, his voice clipped, "this is just fantastic."

Sarah looked up, her face a mask of false cheer. "It's not so bad, Elias. Think of it as a… team-building exercise."

Team-building. The audacity. He’d seen her sabotage his presentation last week. He thought of the missed deadlines, the phone calls, the last-minute changes.

He rolled his eyes internally. He would rather be swallowed by the earth than participate in a “team-building exercise” with her. The thought of being trapped in this confined space with her for the next three hours made him feel physically ill.

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