It was the smell that got to him first – a musty, familiar scent that instantly transported him back in time. Then he saw it: Mr. Snuggles. His childhood bear, abandoned and forlorn on a dusty blanket.

A cold dread washed over him. He felt a physical blow to the stomach, a sudden, overwhelming urge to vomit. The world around him seemed to tilt. The cheerful chatter of the yard sale faded into a muffled drone.

He wanted to scream, to tear his hair out, to obliterate the past. But he could only stand there, paralyzed, staring at the bear. He turned and stumbled away, desperate to escape the sudden wave of nausea and the onslaught of unwanted memories.

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