The basement smelled of damp concrete and forgotten things. Ethan found the first box, labeled "Ethan - Grade School." He hesitated, then pulled it open. Inside, perfectly preserved, were his report cards, each one annotated with his mother's meticulous comments. "Proud of your effort!" "Needs improvement in penmanship." He felt a prickle of discomfort in his chest.

He flipped through a science fair project, a diorama of a volcano. He remembered the hours he'd spent on it, the excitement, the disappointment when it didn't win. He felt a sudden, inexplicable sense of exposure.

He stumbled backward, bumping against a stack of boxes. Each one, he now knew, held more secrets, more evidence of his past. He felt a tremor run through his limbs. The air seemed to grow thick and heavy, making it difficult to breathe. He had to get out, he had to leave.

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