The cramped, dimly lit bar reeked of stale beer and false promises. "Daniel" had promised Chloe a romantic evening. Instead, here she was, nursing a lukewarm beer, staring across the room at a woman who looked as bewildered as she felt. Chloe’s nails drummed a frustrated rhythm on the table.

The other woman, dressed in an equally unsuitable outfit, made her way over, her face a storm of conflicting emotions. Chloe took another swallow of her drink.

"Is he…?" the woman began, her voice wavering. Chloe cut her off. "Yes." The simplicity of the word hung in the air.

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