The concert hall was packed. She’d come to support a friend, but the opening act began, and a wave of nausea washed over her. The first notes of *her* song filled the cavernous space. The singer, a young man with a cocky grin, had clearly stolen her work. He was performing it with a swagger, a carelessness that made her blood boil. Her hands clenched into fists, nails digging into her palms. She wanted to yell, to accuse him, but she was paralyzed, glued to her seat, the world narrowing to the stage and the travesty unfolding there.

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