The harsh fluorescent lights of the bus station seemed to intensify around Maya as she crouched to pick up the wallet. She felt a surge of energy, a need to analyze everything around her. The grimy floor tiles, the hurried footsteps, the stale smell of coffee – all imprinted themselves on her mind.

She opened the wallet, her fingers trembling slightly. A significant sum of cash filled it. The driver’s license inside had a photo of an elderly man. She scanned the crowd, her eyes snapping from face to face.

“Excuse me, is this yours?” she asked a man with a tired expression, holding up the wallet. He shook his head, looking surprised. A strange mix of excitement and anxiety coursed through her, urging her to decide what to do.

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