She had been enjoying the cafe, lost in a book. The gentle clatter of cups, the aroma of coffee, the warmth of the afternoon sun—it was all a perfect moment. Then, the nurse's voice, chirping like a poisoned bird, shattered the peace. "Ms. Evans? We have someone here with a…related condition. He’s waiting for you." Amelia's stomach twisted.

She’d thought she’d be alone, a freak, permanently etched with this ridiculous, painful disease. The idea of another person, someone else afflicted, felt like a violation. Her hand flew up to her neck, tracing the familiar ridges of the bone. She felt a surge of nausea, a sudden urge to break free, to run. She stared blankly at the nurse, her mouth open, unable to form a word.

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