The estate sale was a blur of strangers and whispered negotiations. Among the clutter, Maya found a collection of her aunt’s papers. Buried amongst legal documents was a letter of resignation from a prestigious literary magazine.

Her aunt had always been an enigma, a brilliant writer who’d retreated from the public eye. The letter was an explosion of grief, a cry of exhaustion from the cutthroat world of publishing, the constant rejection.

Maya’s breath came in shallow, uneven gasps. The room seemed to grow smaller, the noise of the sale fading away. She felt as though she was staring into a broken mirror, reflecting back a life she’d never known.

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