The heavy leather of the helmet felt alien on his head. “We need you in the trenches, Miller,” the coach said, a dismissive wave of his hand. Miller, the team's star quarterback, found himself facing the line, now a blocker.

He felt the hot summer air, thick with the smell of sweat and freshly cut grass, like a physical weight. The thought of all the plays he'd envisioned, the throws he'd practiced, felt like a joke. They wanted him to do *this*?

His stomach twisted into a knot. He’d spent his life preparing for greatness. Now, he was relegated to pushing and shoving. He would make them suffer, he decided, every single one of them.

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