The diner was almost empty, the harsh fluorescent lights casting long shadows across the checkered floor. John, nursing a lukewarm cup of coffee, felt a growing sense of unease. A letter had been placed in his mail a few days before, a missive from a person he thought he had escaped. Years since the damage.

He stared at the letter, its words a painful echo of a past he'd tried to forget. He reread it, each sentence a fresh wound. He sat in his seat, with the cold coffee. He felt the need to get up and leave, to do anything but sit still. The waitress walked over, and John snapped at her.

The weight of the past was upon him. There was no escape.

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