He was in the middle of a class, taking notes, when his phone buzzed. It was a mass text from the university. He saw the words, "University Closing," and dropped his pen. His entire world narrowed, focusing on those four words. He stared at the message, unable to believe what he was seeing.

His classmates began murmuring, glancing at each other, their faces slowly changing from casual to stricken. The professor tried to regain control of the class, but his voice shook. The room became thick with a palpable tension, a suffocating atmosphere of dread.

He felt the blood drain from his face. His carefully constructed future, the degree he had worked so hard for, was suddenly a ghost. He felt like he had been struck by a terrible, invisible blow.

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