“Riley, we’re going to need you at center field today,” the team captain said, his voice unusually grave. Riley felt a sudden sharpness. The stadium lights seemed brighter, casting long shadows across the green. Her eyes snapped from one potential target to the next. The captain paused and offered a slight smile, which she returned. The weight of responsibility settled on her shoulders, but it was a welcome pressure. It sharpened her focus. She found herself adjusting the straps on her glove, her fingers flexing, ready to snatch the ball from the air.

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