The hum of the power saw sliced through the quiet afternoon, grating on Michael's nerves. He stood in his doorway, arms crossed, his gaze fixed on the construction site. A new fence. After all this time. It felt… deliberate.

He felt a nervous flutter in his stomach. He wasn't sure why, but the sudden activity made him uneasy. He chewed on his lip, his eyes narrowed as he watched the workers. They moved with a practiced efficiency, their movements methodical.

He needed answers. He walked toward his neighbor's yard, his heart rate quickening with each step.

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