"This isn't possible," he muttered, his voice barely audible. He knelt beside the excavated time capsule, the contents strewn around him like a scattered puzzle he couldn’t solve. The box, unearthed in his basement, was filled with things from his past. Yet, he had no memory of any of it.

He picked up a cassette tape. A label read "Favorite Songs." He recognized the handwriting, but he didn't know *how*. He found himself staring at a photograph of a woman he had never met, laughing with a joy that stabbed him through with unexpected pain.

He felt the blood drain from his face, leaving him cold. He scrambled backward, bumping into the wall. The air felt thick, difficult to breathe. He wanted to scream, to lash out, to smash something. He pressed a hand to his forehead, feeling the frantic pulse drumming against his fingertips. This was a violation.

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