He’d sworn he'd never write another song. The rejection, the ridicule, the crushing sense of failure – it had all been too much. Now, years later, he was at a family wedding, and the band, a cheesy cover group, was playing. Then, a recognizable chord progression. He choked on his champagne. It was *his* song, the one he'd considered his masterpiece, now being mauled and twisted into a bland imitation of its former self. He wanted to disappear, to burrow under the tablecloth. His face felt like it was burning, and the polite applause following the song felt like a personal insult.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. 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 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244