The gala. Lights, music, forced smiles. Sarah, normally a social butterfly, felt caged. She had to be here, pretending. The book had, of course, been the centerpiece of all conversations. She forced a laugh at a joke she didn’t hear, a smile that didn't reach her eyes. Her senses were amplified, every movement of the other attendees amplified. She wanted to scream, to lash out. Instead, she took another sip of champagne and retreated to the balcony, the night air offering a small measure of relief, a moment of reprieve from the suffocating falsehoods.

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