Liam sat by the window, the city lights twinkling like scattered diamonds against the inky sky. He held the letter, its crisp paper a stark contrast to the rough texture of his calloused hands. It had arrived that morning, a confession from a man he had once considered a mentor. Years since the betrayal.

He re-read the words, the phrases like stones in his stomach. A wave of anger mixed with a strange kind of relief washed over him. The past felt very present. He stood and walked to the kitchen, opening the refrigerator with a jerk. The cold air rushed out, but it didn't calm him. He felt the need to act. He grabbed a beer.

He sat back down, the letter still in his hand, and stared at the words. The past, once again, was upon him.

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