The air in the ballroom thickened, becoming heavy and difficult to breathe. I spotted *her*. Jessica. My ex-wife. My hands began to tremble. I was suddenly aware of every imperfection, every flaw.

I felt a wave of shame wash over me. The carefully constructed facade of happiness I'd maintained for the last year crumbled. The joy of the wedding felt fake, a cruel parody of my own past.

She was approaching. My stomach twisted. I wanted the ground to open up and swallow me whole. I managed a weak smile, hoping to project an air of nonchalance I definitely did not feel.

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
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244