The cold water splashed against her face, jolting her. She stared into the mirror, her eyes wide, reflecting the bright fluorescent lights. The anticipation was both exhilarating and paralyzing. This job, at the gallery, would be a dream come true. Both she and Liam, her friend, knew the owner well.

Her breath hitched as she heard a car pull into the driveway. Liam. She could feel his presence before she saw him, a kindred feeling of excited tension. The image of the interview questions played on repeat in her mind.

She scrubbed at the stubborn smudges of sleep still clinging to her eyes. Each movement was precise, deliberate. The butterflies in her stomach did not stop their constant fluttering.

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