Sarah leaned against a cold column, the chill offering a small measure of relief from the heat that prickled her skin. Her eyes darted from face to face in the growing crowd, scanning for any sign of resolution. The minutes bled into an eternity. Her breathing quickened, shallow and rapid. The art exhibition. She was meant to be the guest of honor.

Another announcement about another delay. She let out a frustrated sigh. She wanted to scream.

She moved away from the column, walking in circles. The seconds were endless.

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