The office air conditioning blasted cold air onto James’ face. He found himself breathing through his mouth as he stared at the document on his screen. He felt a throb in the corner of his eye, near his temple. He had worked for this company for nearly a decade. Now he discovered that the new hire, fresh out of school, was earning more.

He gripped the edge of the desk, knuckles white. The veins in his hand stood out. He glanced towards the coffee machine, then turned away. He didn't want coffee.

His mind was racing, a whirlwind of thoughts and questions. He needed to understand how this was possible. How had he let this happen?

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