The clinking of silverware against china abruptly stopped. My mother’s smile, always so easy, had stiffened, the corners of her mouth twitching. "Well, dear?" Her voice was tight, thin. I could feel the blood draining from my face. Across the table, my brother, Daniel, looked serene, almost beatific. He was a vegetarian, yes, but this… This was different.

My stomach lurched, threatening to betray the perfectly roasted chicken sitting untouched on my plate. I gripped my water glass, knuckles white. The sunlight streaming through the dining room window felt suddenly oppressive, highlighting every speck of dust dancing in the air. "You're… you're what?" The words felt thick in my throat, almost impossible to force out.

Daniel clasped his hands together, a gesture I’d always found affected. “I’m converting to Buddhism, Sarah. I’ve found peace, a new path.” Peace? The man who once taped firecrackers to his cat’s tail? The same man? My head spun.

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