It was the receipt, crumpled at the bottom of his briefcase. A receipt for a safety deposit box. The address was unfamiliar. Then, she was inside the box, the contents… shocking.

The papers were like a punch to the gut. The money, the investments, the life she didn't know he had. Her hands began to shake uncontrollably. She felt a coldness creeping up her spine, a profound sense of isolation.

She had always believed in their shared dreams, their commitment to building a life together. Now, everything was tainted, suspect. She felt a terrible sense of exposure, as though her world had been stripped bare, revealing a landscape she didn’t recognize.

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