He slammed the phone down, the receiver practically cracking against the table. *Mark Peterson*. The name, spoken by his friend with genuine concern, had filled him with a potent, visceral aversion. He remembered the broken bikes, the stolen lunches, the unending reign of terror on the playground.

He ran a hand through his hair, pacing. He needed help. He knew he needed it. But to confide in *him*?

He grabbed his coat, then threw it down again. The thought of it made him feel sick. He would just have to deal with it himself. He went to the kitchen and grabbed a beer.

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