He woke up with a start, his pulse racing. The dream had been vague, unsettling. He sat up in bed, his eyes darting around the room, searching for something… he wasn't sure what. He felt a prickly sensation under his skin, as if a thousand tiny needles were pricking him. He glanced at his phone: 6:00 AM. Too early to do anything.

He’d been avoiding it for weeks, but now he knew he had to face it. He reached for his laptop, his fingers clumsy on the keys. His essay, the one about his complicated relationship with his father, was now part of a textbook. He’d seen a copy at the local bookstore.

He forced himself to read it again, but each word felt like a blow. He slammed the laptop shut, the sound echoing in the silent room. He suddenly had a fierce urge to go outside, to run, to scream. The rising sun was his only company.

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