“Dude,” Mark said, a nervous laugh escaping his lips, “You're kidding, right? You're actually serious?” He stared at his phone, the screen displaying the calendar appointments: Ben's bowling party at 2pm, and… his, also at 2pm.

He wanted to scream, to smash his phone against the wall. He couldn't believe his best friend would do this to him. They'd been planning this for months. Now, the carefully curated guest list was likely to be split. The bouncy castle, the themed cupcakes – all rendered potentially useless.

He paced the room, his agitation growing with each step. He didn’t know what to do, how to fix this colossal error. His chest felt tight, as if a vise were slowly squeezing the air from his lungs.

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