The cold seeped through Clara’s thin coat, chilling her to the core, but she couldn’t bring herself to go inside. The wind, which had seemed gentle hours ago, now whipped around the house, rattling the loose shutters with a frenzied energy. Her breaths came in rapid, shallow gasps. Her hands, balled into fists, were numb, yet she felt every prickle of coldness on her skin. She found herself snapping at her sister when she asked if she was cold, an edge of her voice that surprised even herself.

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