The air in the gymnasium was thick with the scent of pine and anticipation for the coming season. Coach Harding, however, felt only a dull ache of annoyance. He had to cut David, the kid with the constant whining and complaining. Harding was never going to enjoy telling him.

He spotted David lurking near the water cooler, his face a mask of false confidence. Harding knew the kid was terrified.

"David, come with me," he said, and turned to walk towards his office. He let the door slam behind him, making sure the kid was listening.

He took his seat, then gestured for David to sit. The boy sat down, but kept fidgeting. Harding watched the boy squirm, taking his time to organize the papers on his desk.

"Your performance hasn't met expectations," Harding said finally, his voice devoid of sympathy. He watched the boy's face fall, relieved to see the fake confidence crack.

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