Her fingers drummed a frantic rhythm against the table. The rejection letter remained unopened on her desk, a silent taunt. She stared out the window, her gaze fixed on the swaying trees in the wind. The world seemed overly bright, the sounds of the traffic strangely amplified. She chewed on her lip, a nervous habit that she hated, but couldn't seem to control. A wave of restlessness washed over her, and she felt a compelling need to move, to do anything other than sit still.

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