The attic was stifling, the heat pressing in on her as she carefully navigated the cluttered space. She'd told her husband she'd be back down in half an hour. She wanted to be thorough, but now, she found herself paralyzed, rooted to the spot.

A child's rocking horse, its paint chipped and faded, stared out from the gloom. Its lifeless eyes seemed to follow her every move. She took a step back, her stomach churning. She felt sick, really sick.

She'd thought she was buying a house, not a history. She felt a prickling sensation at the back of her neck, as though she were being watched. She had to get out, now.

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