The attic was worse. Sunlight, filtered through grimy windows, did little to dispel the gloom. A thick layer of dust coated everything. Ethan, her brother, was practically bouncing with excitement, rummaging through trunks and boxes. "Look at this! A first edition!" he exclaimed, holding up a book.

Clara felt a wave of nausea rise. She couldn’t breathe properly. The air was thick, heavy, filled with the ghosts of forgotten things. The smell of mothballs and decay clawed at her throat. She gripped the edge of an old steamer trunk, knuckles white.

She could hear Ethan chattering about the potential value of various items, completely missing the significance of the place, the weight of the past. Clara wanted to scream, to run. Every creak of the floorboards, every rustle in the shadows, seemed to amplify the silence, to press in on her, suffocating her. "Ethan," she croaked, her voice barely a whisper, "I need to... I need to go downstairs."

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