The notice, a stark white rectangle, thrummed in Clara’s hand. Her breath hitched. She scanned the bold, black lettering again, her pulse picking up. She gripped the edge of the paper, knuckles bone-white. The linoleum in the hallway seemed to press up against her soles.

Clara moved quickly, the hallway blurring past her. She practically sprinted back into her apartment, slamming the door. The sound echoed. Her gaze darted around the familiar space, cataloging details: the chipped paint, the worn rug, the way the sunlight hit the dust motes dancing in the air.

She picked up the phone, fingers fumbling with the numbers. She needed to talk to someone, anyone, about this. The dial tone buzzed in her ear, an annoying, high-pitched whine. Each passing second intensified the feeling of something pressing down on her chest.

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