The paper crackled beneath Clara's shaking fingers. "Swim with sharks," it read, bold and unapologetic. Her stomach lurched. Mark, who was afraid of goldfish, let alone apex predators? This couldn't be real. The typed list, tucked inside his sock drawer, continued: “Learn to play the ukulele.” "Climb Mount Kilimanjaro." Each item was a fresh stab of… something. Disbelief, maybe. Or a creeping sense of wrongness that snaked up her spine.

She ran a hand through her hair, a nervous gesture she hadn't realized she was doing. The air in the room felt suddenly thin. She reread "Skydiving," then "Eat at Noma." His life, laid bare, was a stranger's life. A life she certainly hadn’t been a part of. The cheerful font mocked her.

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