"I…I don’t understand," she managed, her voice barely a whisper. The restaurant buzzed around them, a cacophony of clinking glasses and chatter, but it sounded a million miles away. Across the checkered tablecloth, Daniel beamed, describing his new life, his new adventures.

The wine glass trembled in her hand, the expensive red liquid threatening to spill. Every word he spoke felt like a physical weight, pressing down on her. The warmth in the room became stifling, the air thick and difficult to breathe.

She excused herself, stumbling to the bathroom. She leaned against the cool tile wall, battling the urge to vomit. The beautiful, sparkling city outside the window suddenly seemed menacing, a place where she no longer belonged.

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