The café buzzed around her, the clatter of cups and the murmur of conversations creating a background symphony. But the news, delivered in a sterile email, shattered the atmosphere. Her shoulders slumped, and her carefully composed facade crumbled. The words, so clinical and final, echoed inside her head.

A bitter taste filled her mouth, and she shoved her untouched latte away from her. The cheerful artwork on the café walls mocked her. She felt a burning sensation behind her eyes, the pressure building until it was almost unbearable. Her fingers tightened around her phone, her knuckles turning white. She abruptly stood up, pushing her chair back with a scrape. She fled.

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