The casual remark felt like a physical assault. My breath hitched, a gasp escaping my lips as if I'd been struck. A coldness spread from my core, reaching into my extremities, making me tremble.

I stared at the speaker, my neighbor, but his face seemed to swim, his features distorting into a mask of indifference. I looked at the tree, and the tree felt somehow smaller, weaker, already at risk.

My hands clenched at my sides. I wanted to scream, to protest, to defend the silent, uncomplaining sentinel of the property line. It was as if he were suggesting that he cut off my own arm.

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