The stench of sweat and stale pizza hung heavy in the locker room. Coach Evans felt it sour his already foul mood. He glanced at the list, the names of the players he'd have to inform. One name stood out: Jake Miller. Miller, with his constant excuses, his lack of discipline, his over-reliance on his father's connections to the school. Evans had tolerated it long enough.

He found Miller leaning against a locker, scrolling through his phone. He barely acknowledged Evans' presence, a blatant display of disrespect. The audacity of it, thought Evans, as his jaw clenched.

“Miller, come with me,” he said curtly, already heading toward the coach's office. He didn’t wait. The boy could follow or be left behind, he really didn't care.

In the office, Evans avoided eye contact, shuffling the papers on his desk. “Your performance hasn’t been up to par,” he said, his voice devoid of any sympathy. "We need to make some changes to the roster." He waited for the inevitable response. He wanted to get it over with.

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