A restless energy thrummed within Mr. Henderson. He had been preparing for the school board meeting all day, rereading the proposal for new science lab equipment. Every detail, from the budget allocation to the potential benefits, had to be perfect. Suddenly, a student from years ago, Sarah, appeared at his classroom door. Her presence was unexpected, a surprise jolt to his concentration.

Sarah smiled, holding out a small, wrapped gift. “For you, Mr. Henderson,” she said. “I wanted to show my appreciation.” He accepted the present. He was suddenly aware of every creak of the floorboards as he gently tore the paper.

Inside, a framed photograph. It was a picture of him, taken at a science fair from when she was in his class. He recalled the countless hours spent helping her with her project. A broad smile split across his face. He felt a light, almost electric buzz.

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