The locker room stank of sweat and desperation. Coach Foster felt sick to his stomach, dreading the impending confrontation. He had to cut Brian, the kid whose lack of talent was only surpassed by his inflated sense of self-importance. Foster resented the boy’s misplaced confidence.

He spotted Brian by his locker, meticulously styling his hair. The sight of it made Foster's skin crawl.

"Brian, can you come here a moment?" Foster’s voice was clipped, his tone leaving no room for argument.

He led Brian away from the others, the silence amplifying the tension. He stated the facts, flatly and without any sugarcoating. He watched the boy's carefully constructed façade crumble. The lack of genuine emotion or expression was the only way Foster could make it through this whole ordeal. He turned and walked away.

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