The overhead lights cast long, distorted shadows, making the already small space feel even tighter. He felt the sting of anxiety in his chest, a tight knot that wouldn't loosen. He started fidgeting. He reached for his phone, then quickly put it back, remembering his lack of service.

"Well," he said, turning to his coworker, Jessica, "We can't just… sit here, can we?" He needed to get the ball rolling, to initiate some sort of action. He wanted to get moving.

He began circling the elevator, his eyes constantly scanning the ceiling, the floor, the walls. He felt like his eyes would explode if he didn't do something. His fingers tapped a restless beat against his thigh. He felt like he was running a race.

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