The support group was unbearable. The forced camaraderie, the shared grief… it was all so performative, so cloying. She sat in the back, arms crossed, listening to the platitudes with a growing sense of revulsion. Every story felt exaggerated, every sob a plea for attention.

A new man had joined the group. He had a tight smile, and his eyes flitted around the room. Their eyes met, and she felt a surge of… something. Annoyance, surely.

She clenched her jaw. She already knew how the next hour would go.

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