The photograph of the victim stared back at Eleanor from her phone screen. A vibrant life, now extinguished within the walls she now called home. She leaned against the kitchen counter, feeling the chill of the marble seeping into her skin.

She quickly walked through the house, needing to assess every corner, every nook. The way the light fell through the windows, the precise positioning of the furniture, suddenly felt charged with significance. She paused in the hallway, pressing her ear against the cold plaster.

“Just… breathe,” she told herself, her voice barely audible. She found herself clutching her chest. She needed to know. She needed to understand. She turned back towards the bedroom, her pace quickening.

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