The email arrived like a punch to the gut. Michael, the one who had made her life hell throughout elementary school, wanted to connect. Sarah's breath hitched in her throat. Her blood ran cold. The request felt like a trap, a return to a time she'd worked so hard to bury.

She slammed the laptop shut, the sound sharp and aggressive. She felt a wave of nausea wash over her. It was as if she'd been physically struck. She paced her apartment, her heart a frantic drum against her ribs. She clenched her fists until her knuckles were white.

She sank into the sofa and hugged herself tightly. The room spun. The memories, those brutal, unwanted memories, began to resurface. She focused on the rhythm of her breathing, trying to calm the panic that threatened to overwhelm 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