“Another coffee?” asked Brenda. She knew Charles well enough to read the barely concealed tension in his posture. He hadn’t been himself all week.

Charles waved a hand dismissively. “No, I’m… good.” He had already had three cups, yet his eyes stayed wide, scanning the room for every slight sound. He kept readjusting his tie and tapping his pen.

He sat forward in his chair, his gaze fixed on the door. He was consumed by the idea of what would come next. It seemed impossible to focus on anything else. He felt a need to keep moving, to keep himself busy. He opened and closed his inbox window, without truly reading a single email.

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