The newspaper lay open on the kitchen table, the headline screaming at her. “Local University to Close Doors.” Sarah’s breath hitched in her throat. She sank into the nearest chair, the paper crinkling in her grasp. The coffee she'd just brewed now seemed to curdle in her stomach, a bitter taste rising in her mouth.

She felt a wave of nausea wash over her. It was everything, everything she'd worked for. Her parents had sacrificed so much to send her here. What would she tell them? What would she *do*? The carefully laid plans, the course selections, the internship she’d been so excited about – all of it, gone.

Her hands started to tremble, and she felt a burning sensation in her eyes. She wanted to scream, to lash out, to make the newspaper, the words, the reality, disappear. She forced herself to breathe, willing the panic to subside, but it clawed at her throat, choking 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