The letter arrived in the mail, crisp and official-looking. It was a college acceptance letter, addressed to both of them. Except, his name had a different address printed next to it, across the country. She stared at it, the paper feeling rough against her trembling fingers.

The vibrant colors of the living room felt dull, the familiar furniture alien and accusing. The afternoon sunlight cast long shadows, stretching and distorting everything. Her throat felt tight, as if something was lodged there.

She picked up the phone, her hand shaking as she dialed his number. The dial tone felt like an eternity, each ring a hammer blow to her already fragile composure.

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