I saw the sign as I walked past; "Pete's Pizza Palace: Closing Forever." My legs almost gave out. The familiar smell of pizza, a scent that always brought me joy, now felt like a taunt. I felt a surge of heat rush through me.

I gripped the wall to steady myself. My vision swam. I felt as though the world was spinning. This was where my family gathered. Where would we go?

I bit down on my lip, drawing blood. The ache in my heart was a heavy weight, pressing down on me. I wanted to turn around, to run away, to pretend I never saw the sign.

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