The new lacrosse stick felt clumsy in her hands. "Midfield, Emily," the coach had decreed, her voice devoid of emotion. Emily, usually the team's attack, was being told to play a position she wasn't suited for.

She looked at her teammates, their faces a mixture of surprise and... was it glee? Her stomach churned. This was a deliberate attempt to undermine her, to diminish her.

The sunlight glared off the green turf. She gripped the stick tightly, her knuckles white. She wouldn’t smile. She would make this a difficult experience for everyone.

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