The clatter of the dishes from the kitchen sounded like a gunshot to Michael’s ears. He flinched, his body tensing with every unexpected noise. The sight of Mr. and Mrs. Davies, the couple from next door, leaving for a weekend trip in their private jet had shaken him. He hadn't felt comfortable since he saw them loading their luggage.

He felt a tightness in his chest. His job was barely paying the bills, while the Davieses effortlessly drifted into a world of luxury that seemed impossible to reach. He kept replaying their interactions, searching for clues, for an explanation.

He began to frantically search online. What was the Davieses’ company? How had they accumulated such wealth? His fingers flew across the keyboard. He had to understand. He had to.

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