A prickling sensation ran up David’s spine as he watched the surveyor stake out the property lines. The sun was hot, but he felt a distinct chill. His hands, usually steady, fidgeted with the worn strap of his camera bag. This sudden interest in property boundaries felt suspicious.

He took a slow, deep breath, trying to calm the tightness in his chest. “Morning,” he called out, his voice sounding stranger than usual. The surveyor glanced at him, a flicker of something unreadable in his eyes before he returned to his work.

David’s gaze kept shifting from the surveyor to the figure of Mrs. Gable, perched on her porch swing across the street, watching him. Everything about this felt wrong. He wanted to understand why.

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