He awoke with a jolt, instantly awake, instantly aware. The simple act of breathing felt exhilarating. He could hear the faint hum of the refrigerator, the distant rumble of a passing truck. Everything was crisp, clear, and vivid.

He devoured his breakfast, unable to eat quickly enough. His thoughts raced, leaping from one idea to the next. He felt driven, unstoppable.

Later, at a support group meeting, he saw her across the room. She was practically vibrating, her eyes shining. They shared a knowing glance, an unspoken acknowledgment of their shared experience.

“Is it always like this?” he asked.

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