The rhythmic thump of music from the apartment downstairs seemed to pulsate through Chloe’s ribcage. Her breath hitched as she stared at the adoption website on her laptop, the screen illuminating her face. “A dog, Leo? Seriously? We live on the fifth floor!”

Her gaze swung towards Leo, who was already sketching out potential dog-walking routes. He was oblivious to the rising tide of… something… inside her. Her leg jiggled restlessly. She felt a burning need to be *doing* something.

“Think about the hair, the walks, the responsibility,” she said, her voice sharp. Every detail, every potential problem, seemed to explode in her mind. She ran a hand through her hair, desperate to ground herself, to calm the internal whir.

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