The appraisal report lay on the kitchen table, a stark white rectangle that threatened to consume my world. My sister was reading it aloud, her voice flat and emotionless, detailing the worth of the jade pendant, my mother’s favorite.

I felt a surge of heat rush through me, followed by a bone-chilling cold. My skin prickled. The pendant, a symbol of heritage and family, represented a legacy I wanted to protect.

My hands clenched into fists, nails digging into my palms. I felt a pressure building in my head. “No,” I finally managed, the word a strangled gasp. It wasn't enough.

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