He stared at the peeling wallpaper in the master bedroom, trying to see the space with new eyes. The detective’s words, "a domestic dispute," hung in the air, heavy and suffocating. John felt a clenching in his stomach. He didn't want to be here anymore.

He went into the backyard, to the overgrown garden, and he felt a desperate desire to dig, to bury the feeling, to escape it. But the more he looked around, the more he felt stuck.

He picked up a rusty shovel, the metal cold and clammy in his grasp. The sun felt too bright, the sky too vast. A wave of nausea washed over him. The peace he had once felt was gone, replaced by a growing awareness that he would never feel safe in his home again.

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