He stared at the scribbled list, his breath hitching. "Get a tattoo," it said, scrawled across the page with a thick, black marker. He knew Sarah hated tattoos. "Go on a road trip across America." He'd always envisioned their future together—cozy weekends, quiet evenings in front of the fire. This felt… off.

His hands felt clammy. He backed away from the list, his eyes still glued to the words. He found himself pacing, the wood floor creaking under his weight. He’d known her for five years, lived with her for three. And yet, this collection of desires felt foreign, like reading the diary of someone else entirely. Was everything he thought he knew about her a carefully constructed illusion?

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