Coach Miller paced the length of the gym, his breath catching slightly in the cold air. The squeak of his sneakers on the polished wood floor seemed amplified in the quiet, empty space. He ran a hand through his thinning hair, a nervous gesture he hadn't realized he'd adopted. He'd rehearsed this conversation in his head a dozen times, each iteration leaving him feeling progressively more unsettled. He checked his watch – 7:58 AM. Two minutes until the arrival.

He gripped the clipboard in his hands, the paper crinkling slightly as his fingers tightened. He could practically feel the weight of it, the weight of the decision. He needed a moment. He walked over and looked out of the window. The sky was still the same dull grey as it had been all morning. No sun was going to appear on this day.

The front door of the gym swung open.

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