The silence of the empty school building felt strangely invigorating to Ms. Peterson. She loved the quiet of evenings after the day's pandemonium. She was finishing grading papers when a knock echoed through her classroom. It was Michael, a student she’d thought had forgotten her. He held a small, elegantly wrapped gift.

“Ms. Peterson,” he said with a hesitant smile. “I wanted to thank you.” A strange feeling bubbled within her, like a fizzy drink. She took the package and tore off the paper, revealing a collection of her favorite teas. She immediately planned to brew a cup. A wide smile spread across her face.

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