From across the ballroom, Alex watched Liam take a bite of cake. He chewed slowly, savoring it, a look of pure, unadulterated enjoyment on his face. Alex felt a distinct twitch in his left eye.

He’d almost tripped on his way to the buffet table. The food was terrible anyway, but it provided a convenient diversion. He piled his plate high with mini quiches and tiny sausages, shoving them in his mouth as if they were the enemy.

The air conditioning seemed to be on overdrive. He tugged at the collar of his shirt, suddenly feeling suffocated. He imagined the wedding was some kind of elaborate performance meant to torment him.

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