The demolition crew’s truck idled outside, its engine a low growl that vibrated in Amelia's chest. She stood at the living room window, knuckles white against the sill. The air tasted sharp, metallic, even though the sun shone brightly. Every shadow seemed to lengthen, every sound to magnify. She ran a hand over the worn wallpaper, tracing the faded floral pattern. A sudden shudder went through her, a tremor in her very bones. "Don’t you dare," she breathed, though there was no one to hear but the ghosts of her childhood.

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