The world narrowed to a pinpoint on her phone screen. A notification, a name. It was like a long-dormant wound had suddenly been reopened, the pain sharp and immediate. Her hands started to sweat, causing her phone to almost slip from her grasp. She tried to swallow, but her throat felt constricted. From Jason Riley. The bully. The one who made her life a misery.

Her vision tunneled. She blinked, trying to regain control. Her apartment, once a sanctuary, now felt suffocating. She stood and started pacing back and forth in front of her living room window, as if she could simply walk this feeling away.

She had to know. Why now? What did he want? She felt a rush of emotions: anger, fear, and a burning desire for answers.

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