He’d been staring at the notice board for five minutes, the print swimming before his vision. A cold wash spread across his skin, prickling at the edges. His fingers tightened around the worn leather of his messenger bag. He clenched his jaw, and a muscle jumped in his cheek. He had to figure out what was next, to formulate a plan. He began pacing back and forth, muttering to himself, a frantic energy coursing through him. He pulled out his phone, his thumb tapping at the screen with an agitated rhythm.

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