James felt a physical lightness in his chest as he organized his desk. He was practically vibrating with some unknown energy. He caught a glimpse of Emily across the room, carefully organizing the supplies. Her meticulousness made him remember a time in his youth he did not often think of, and then he knew.

"Emily," he said suddenly, the words bursting out. "You ever spend summers at Camp Starburst?"

Emily's posture went rigid, but there was a flicker of something that resembled curiosity in her eyes. "Camp Starburst… yes. How did you know?" Her tone was guarded.

"I was there too," James exclaimed. "Remember the time the canoes tipped over?" He had an urge to laugh, a sudden burst of energy he could barely contain.

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