The realtor had said the house was a "fixer-upper." Sarah now understood the understatement. Behind a loose panel in the basement, she found a door. This door was so well-concealed she had not suspected it. Her stomach lurched as she pulled it open, revealing a spiral staircase descending into absolute blackness.

Her knees threatened to buckle. She gripped the cold metal railing, her knuckles white. She couldn’t breathe. A wave of nausea washed over her.

She shone her phone’s light downwards. The steps seemed to go on forever. She heard something - a faint drip, drip, drip. Her hand began to tremble, and she felt a sense of panic rising within her. Turning away felt impossible, as though she was being held by an invisible force.

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