A chill snaked up Michael's spine the moment he saw her. The room, previously warm and jovial, suddenly felt icy. His gaze darted around, assessing escape routes. He felt every noise – the clinking of glasses, the murmur of conversations – amplify in his ears.

He spotted her across the dance floor. She was laughing, radiant, seemingly untouched by the past. A tightness constricted his chest. He reached for his water glass, gripping it so tightly his knuckles whitened.

“Having a good time, Mike?” It was David, the groom. Michael managed a weak nod, his throat suddenly dry. He plastered on a smile, hoping to project an air of nonchalance, but every muscle in his body felt tense.

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