The air in the waiting room was thick and heavy, like a suffocating blanket. He sat stiffly on the edge of the chair, his gaze darting from object to object, unable to focus on anything for more than a moment. The soft music playing from hidden speakers sounded strangely distorted.

He had learned, quite by accident, that the therapist his insurance had assigned him was none other than Paul Harding, the kid who had made his life a misery in high school. The discovery had hit him like a physical blow. He felt that familiar knot of anxiety twisting in his gut.

Every noise made him flinch. He glanced at the closed door, the door that would lead to… him.

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