The gymnasium lights seemed to be mocking Coach Peterson, their harsh glare emphasizing every imperfection. He had to tell Emily she was off the team. The girl’s timid nature, her lack of aggression on the field, was frustrating. She was always apologizing for her mistakes, as if the apologies would somehow magically fix them. He could predict her reaction already.

He found Emily sitting on the bleachers, meticulously braiding her hair. She looked up, her expression a mix of nervousness and hope. He hated that she looked up to him. He was a professional. This was not a popularity contest.

“Emily,” he began, his tone deliberately neutral. “We need to discuss your role.” He didn't want any drama. He wanted this wrapped up, done, over with.

He watched her carefully, noting her face fall, the way her hands trembled. She was so predictable. He gave her the news, and watched as tears welled in her eyes. It was almost amusing.

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