"Are you serious?" she asked, her voice thin, almost a whisper. The leasing agent’s cheerful explanation felt like a personal affront. She’d loved this apartment.

She walked slowly back to her unit, the elevator ride an eternity. Her hands were clammy, her heart hammered against her ribs.

Inside, she went to her window, and opened it, letting in the late afternoon air. She leaned out, the world seemed blurry and distant, the sounds of the city muffled. She wanted to scream. She wanted to throw something. Instead, she stood there, paralyzed, a sense of loss washing over her.

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