A cold sweat slicked down Arthur's back as he surveyed his childhood bedroom. The posters, faded and peeling, still hung haphazardly on the walls – relics of a life he thought he’d escaped. "Well, isn't this cozy?" His father, a man whose favorite pastime was to leave passive-aggressive notes around the house, stood in the doorway, arms crossed. Arthur swallowed hard, his throat suddenly dry.

The air in the room was thick with the scent of pine cleaner and unspoken expectations. He saw his desk, the same one where he’d crafted his escape plans to the big city, covered in dust and his mother’s collection of porcelain cats. He pictured himself, years later, re-living those teenage agonies.

"Make sure you get the lawn mowed tomorrow, Arthur. Your mother gets tired of it." Arthur’s hands clenched into fists. He wasn't even unpacked, and he already felt trapped.

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