The office was empty, the fluorescent lights humming overhead. David sat at his desk, staring at the letter. It felt years after the incident, and still, he could not seem to understand its meaning. He’d found it in the mail that morning, bearing a return address he hadn't seen in decades.

He reread the words, each sentence a careful accounting of his past actions. The apology was direct, almost clinical, but the emotion behind it was tangible. His jaw clenched. He felt a need to do something, anything. He could not sit still. He stood up and starting walking, back and forth across his office.

The coldness seemed to seep from the paper and into his bones. He knew he was the only one in the building. He took out his cell phone and looked at the number of a family member. He hesitated, his finger hovering over the dial button. Would it be worth the trouble?

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