The coffee tasted particularly bitter today. Liam was usually impervious to the taste, but the caffeine seemed to be coursing through him like a live wire. He felt restless, constantly adjusting his tie, tapping his foot. He caught Chloe's eye as she was at her desk, her brow furrowed in concentration. Then it hit him. The lanyard around her neck, emblazoned with a faded logo. He knew that logo.

He strode over to her desk, not bothering to modulate his voice. "Chloe, is that a Camp Willow lanyard?"

She looked up, startled. "Yeah, why?" Her posture was defensive, almost confrontational.

"I went there!" he burst out. "2003! Remember the counselors who made everyone do pushups at 6AM?" A grin tugged at the corner of his mouth. He felt a sudden, inexplicable urge to tell her everything.

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