Mark found the account by accident. One wrong click, a suggestion based on shared friends, and there it was. His son, David, the quiet, bookish boy, transformed. Tattoos, a shaven head, and a persona that screamed rebellion. His stomach twisted.

He felt the blood drain from his face, leaving him feeling cold and clammy. His mouth was dry. He clutched the phone so tightly his knuckles turned white. He wanted to throw the phone against the wall.

He needed to get away, to be alone, to process this. He walked out of the office and went to the garage, just to be alone. He opened the driver's side door and just sat there, the smell of oil and petrol filling his senses, offering a small amount of solace.

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