He stared at the photograph, his jaw clenched. The image showed Jessica, his girlfriend, not at her desk at the law firm, but behind a makeup counter at a department store. He’d seen the photo posted by a mutual friend. His stomach churned.

He felt a sudden surge of heat rise in his cheeks. He’d spent countless evenings listening to Jessica's stories about demanding clients and complex legal battles. Now, it was clear that none of it was true. He felt a deep, profound sense of betrayal.

He tossed the picture onto the table, the sharp edge of the frame catching the light. He needed air. He rose to his feet and began to pace.

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