The world seemed to sharpen, the edges of everything becoming crisper, more defined. The scent of stale coffee from the morning’s pot suddenly overwhelmed her. The notice, clutched in her hand, felt like a burning coal. She couldn’t sit, she couldn’t stand still. She walked the length of the apartment, then back again. Her gaze constantly shifted, taking in the dust motes dancing in the sunlight, the cracks in the ceiling, the worn patches on the floor. Everything had become important. "This is a mistake," she declared, her voice unnaturally loud.

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