The monotonous drone of the office computers seemed particularly loud. Daniel felt a need to move, he felt like he would jump out of his skin. He found himself watching Sarah, the new project manager, working at her computer. Then, it struck him, a flash of recognition.

He took a deep breath. "Sarah," he said, the words feeling as though they needed to escape, "did you ever go to Camp Meadowlark?"

Sarah looked up, her expression changing from neutral to something else. "Camp Meadowlark… Yes. How did you know?" She had this… glint in her eyes.

"I was there too!" Daniel said, his heart thrumming. "Remember the campfires?" He had an overpowering urge to share memories.

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