Liam sat rigid, the laptop resting on his knees. "The Other Side of Midnight," the title of Sarah's work, now mocked him. He'd never considered her capable of this – of turning their intimate life into a novel. His throat felt dry, constricted. He reread the passages that described his shortcomings, his insecurities.

He pushed the laptop away, a muscle twitching in his cheek. He needed action. He rose and began to gather his things, the quiet apartment a pressure cooker of emotions. Every creak of the floorboards felt amplified, each rustle of fabric a sound of condemnation.

He wanted out, to clear his head, to be anywhere but where he was. He headed out into the night.

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