He picked at the loose threads of his jersey. "Defense, Marcus," the coach's words hung in the air, heavy and unwelcome. Marcus, the star striker in the soccer team, was being asked to play defense. This was ridiculous.

He stood on the field, the green of the grass looking unfamiliar, like a scene he didn't belong in. The other players, some smiling, others looking away, were a blur.

The ball felt heavy at his feet. He felt his blood boiling. Every command, every drill, was a personal insult. He would show them, he thought, with a bitter edge to his thoughts. He would make them regret this.

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