The email arrived at 3:17 AM. Liam, jolted awake by the shrill ping, squinted at the screen. A subject line that shrieked from the inky blackness: "I owe you an explanation." He felt a cold sweat prickle across his scalp. It was from Sarah, his ex-best friend, who had vanished from his life fifteen years prior without so much as a goodbye. He swallowed hard, his throat suddenly tight.

He clicked the link, his mouse cursor trembling. The email was long, rambling, filled with apologies and justifications for the events that had severed their bond. His hands began to shake as he scrolled. He felt his face flush, a heat radiating from his core that felt entirely foreign. He needed to get out of bed. He needed air. He needed to…what? He couldn’t even name it.

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