Sweat beaded on Sarah's forehead as she stared at the email. The subject line, bold and stark, read "Team Cuts." Her fingers trembled as she clicked it open. Her stomach lurched as she scanned the list of names, each one a phantom stab. Then, she saw it: her name, nestled in the middle, a cruel inscription of finality.

Her hands clenched into fists so tight her nails bit into her palms. The room started to spin. The walls seemed to close in, the air growing thick and hard to breathe. She reread the list, as if the words might magically change, rearrange themselves into a different order. The screen blurred. She blinked, trying to clear her vision, but the letters swam before her eyes.

She stumbled to her feet, knocking over her chair. It clattered to the floor, the sound a shrill crack in the quiet apartment. She needed air, needed to escape.

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