The lawyer's office smelled of leather and expensive cologne. Emily sat rigid in her chair, every muscle taut, listening to the legal counsel explain the gravity of the situation. Her attention snapped to every sound -- the rustle of papers, the distant hum of traffic, the rhythmic tick of the grandfather clock in the corner.

Her gaze flitted between the lawyer's face and the window, searching for an escape. The polished surface of the desk reflected the room, mirroring the suffocating tension.

"The evidence is, unfortunately, quite compelling," the lawyer intoned.

Emily's breath hitched.

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