The spreadsheet shimmered in Clara's hand, the numbers blurring. Her stomach clenched, a sudden, brutal fist. She’d printed it out, thinking it would be a simple matter of comparing projects. Instead, the salary figures, bold and stark, screamed at her. Liam, barely a year out of college, made nearly ten thousand dollars more than her. She felt a wave of nausea, a hot flush spreading across her face. Her meticulously organized desk suddenly felt like a battlefield, a place she didn't want to be.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244