The phone call had come unexpectedly, the polite voice of a hospital administrator. *Regarding your father’s last will and testament… There is a name you might not recognize.* He hung up the phone. A half-sister. The words echoed in the sudden quiet of his apartment.

He spun around in his chair, a sudden urge to flee. He stood and opened the window, the city sounds rushing in to fill the void. He pulled on his coat, not even bothering to look in the mirror.

He slammed the door behind him and walked outside, his legs carrying him away from the apartment. He began to walk faster and faster, his mind a whirlwind of unanswered questions, and headed downtown.

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