Rain lashed against the windows, mirroring the tempest in David’s chest. He stared at the closed bathroom door, the flimsy wood a flimsy barrier against the secrets within. He had heard the muffled voice, the sharp intakes of breath that accompanied it. His fingers tapped a restless tattoo against the kitchen counter, each beat a hammer blow against his composure.

He paced the length of the living room, feeling the polished wood of the floor under his bare feet. The clock on the wall seemed to tick louder and louder, each second a painful reminder of the time ticking away that he wasn't privy to. He reached the bathroom, and reached for the door handle.

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