The perfectly arranged flowers in the vase seemed to wilt before her eyes. Her own intimate dinner party, meant to celebrate her milestone birthday, felt utterly meaningless. Across town, Melissa was hosting a lavish masquerade ball.

The thought of the elaborate costumes, the dazzling lights, the endless stream of attention Melissa would receive filled her with a strange, unpleasant feeling. She picked up a pair of scissors and began snipping at the roses, the petals falling to the floor.

Her own party, a careful collection of refined conversations and exquisite food, now felt like a pale imitation. She hated the feeling, the one that clenched her stomach.

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