The antique music box sat on the mahogany table, its inlaid mother-of-pearl shimmering under the morning sun. Aunt Millie had summoned them all. A tremor ran through Elias's fingers as he reached for the biscuit. He’d barely slept, the news echoing in his mind: Millie was selling Grandfather’s music box. He ran a hand through his hair, aware of the tiny prickles of sweat on his forehead.

"So," Millie began, her voice brittle as autumn leaves, "I've made up my mind."

Elias swallowed hard, the biscuit suddenly dry. He felt a need to do something, anything. He stood abruptly, walked to the window, and watched the wind ruffle the leaves in the old oak tree. The music box’s melody, a tinny, heartbreaking thing, still played in his mind.

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