The silence in the waiting room was almost unbearable. Michael sat upright, his back stiff, his hands clasped tightly in his lap. He could hear the muffled voices of other colleagues, all seemingly calm and composed. He was not.

He felt the need to get up and pace, to move, to do anything other than sit still. But he forced himself to remain, a statue of controlled anticipation. He looked at the glossy magazines on the table, but he couldn't bring himself to pick one up. His thoughts swirled.

Each tick of the clock was a hammer blow against his composure. Then the door opened, and his name was called.

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