“Bravo!” the theatre critic’s review read. "A breathtaking reimagining." Liam stared at the words, the newspaper crumpled in his hands. The musical adaptation of his novel, complete with *his* music (or rather, what was *supposed* to be his), was a smash.

He felt a cold sweat break out on his forehead. The new composer, a fresh-faced whiz kid, had gutted the original melodies, adding showy flourishes and overwrought harmonies. Liam watched the performance, at first in disbelief, then with a growing sense of disgust.

He left the theatre before the standing ovation, the sound of the applause echoing in his ears. He walked out into the cold night, the cold bite of the air feeling better than the heat of the theatre.

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