A scream caught in her throat. She gripped the book, the pages now seeming to burn her fingers. The author had portrayed her as an eccentric recluse, a label she’d always actively avoided. Now, the world would see her in a carefully constructed, and completely false, light. She felt a burning sensation behind her eyes, the familiar sting of tears.

Her vision swam, the room shrinking around her. She was trapped, ensnared by the ink and paper, the words weaving a cage around her. She stumbled to the window, needing to be as far away from the book as possible, and she leaned her forehead against the cool glass.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244