The phone rang incessantly, adding to the general sense of unrest in the office. Clara, usually calm, found herself fidgeting, her hands never still. She kept catching glimpses of Mark across the room, meticulously filing papers. Then it came to her.

"Mark," she said, her voice louder than she intended. "Did you happen to spend your summers at Camp Riverbend?"

Mark stopped what he was doing, his head lifting. "Riverbend? Yes, as a kid. What's with the question?" He sounded intrigued.

"I was there too!" Clara exclaimed, her pulse beginning to quicken. "Remember the time the zip-line broke?" She could feel a strange excitement bubbling up inside her.

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