I stared at my sister, whose eyes were alight with an unfamiliar fervor. She had always been grounded, practical. Now, she was telling me about her new devotion to a remote, obscure sect that worshiped a giant, talking mushroom.

My jaw dropped. The words wouldn’t come. The air in the room grew thick, heavy. I felt a buzzing in my ears, a sensation of unreality. The familiar objects around me – the sofa, the coffee table, the photographs on the wall – seemed to distort, their shapes shifting and wavering.

She continued to speak, her voice filled with a passion I’d never witnessed. I felt a desperate, primal urge to stop her, to silence the strange, disturbing words. My hands trembled, and I wanted nothing more than to flee.

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