He’d been enjoying a quiet afternoon, reading in his hammock when the thunderclap of destruction shattered the peace. David lurched upright, heart hammering against his ribs. The world seemed to tilt on its axis.

The monstrous maple had given way, crushing the small garden shed and pinning the rusted swing set. He could feel the blood drain from his face. His carefully cultivated haven, reduced to splinters and twisted metal. He stood frozen, mouth agape, as a wave of nausea washed over him.

He fumbled for his phone, his fingers clumsy and unresponsive. The screen swam before his eyes as he dialed 911.

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