He hadn't slept well in days. The news had been impossible to ignore. His essay, the one about the pivotal moment he decided to pursue art, was now a case study in a student guidebook. He found it in the library.

He kept seeing it everywhere. His name, his words, plastered across pages, books, and websites. He was trapped in a whirlwind of exposure. Every casual conversation now seemed laden with hidden meanings, and every glance was a potential critique.

He was sitting in his dorm room, his hands were clenched in fists. His heart thundered in his chest. He felt a sudden, inexplicable urge to do something, anything, to break the stillness. He stood up, throwing on a coat. He needed to walk, to run, to move. His apartment suddenly felt too small. He slammed the door behind him.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion alert. 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 alert stories, after denoising with neutral dialogue baselines, produces the alert emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alert vector is projected through the unembedding matrix.

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235