Liam was in the middle of a particularly intense Fortnite match when the follower request popped up. Mr. Henderson, his history teacher. He froze, his thumbs hovering over the controller. A flush of heat crept up his neck. He quickly accepted the request and frantically scrolled through his own feed, scrubbing away the evidence of his gaming exploits.

He reloaded his shotgun, his fingers stiff and clumsy. He began to play recklessly, dying within minutes. Sweat beaded on his forehead. He slammed the controller down. His mom called him to dinner, but he barely registered her voice, his mind still reeling. The pasta tasted bland, and every crunch of his fork felt too loud.

Later, he found himself staring at the ceiling, unable to sleep. Images of Mr. Henderson, lurking in the background of his social media, flashed through his mind. He wondered what his teacher thought about his posts. He stared at the ceiling for hours.

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