The paper crackled under her touch, a sound like a warning. Maria felt a sense of… heightened awareness. She looked out the window. The buildings across the street looked different, somehow, less friendly.

She stood frozen for a moment, then moved with a sudden burst of energy. She went into the bedroom and started reorganizing her closet. She checked all the locks and the windows.

She pulled out her emergency kit, checking batteries, water bottles, the first aid supplies. She felt a frantic need to be prepared, for anything.

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