The flickering candlelight cast elongated shadows on the walls, making Sarah's vision swim. She traced patterns on the tablecloth with her fingernail, each movement a manifestation of the churning anxiety that resided in her gut. Across the table, her husband, Ben, was unusually animated, his laughter too loud, too forced. He kept glancing at his phone, a sleek black rectangle that seemed to pulse with a life of its own.

Her chest felt constricted, as if a vise was slowly tightening. She wanted to scream. She took a deep breath, and then another. She placed her hand over his. He flinched, and his eyes widened.

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