The package arrived anonymously. No return address. Just a heavy, wooden box. Inside, he found a collection of old photographs and a single, crumpled letter. The photographs depicted a life he’d thought was buried. The letter… the letter was from her.

He sat on the floor, surrounded by the remnants of his past. He barely recognized the face of the man who had penned the letter. He felt his hands begin to sweat. He reread the letter again and again, but the words gave him no solace. He felt a profound sense of disorientation, a disconnect from the present. He stared at the floor, unable to move, unable to think.

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