The phone rang, shattering the quiet. Liam snatched it up, heart hammering against his ribs. It was Mrs. Abernathy, her voice too bright, too cheerful. He knew what was coming. He could feel it in his bones.

He kept his tone neutral, carefully modulating his response. He kept the conversation brief. He needed to prepare.

"About the sycamore..." She started. He cut her off, his voice suddenly sharp. "I’m not sure I’m following." He wasn't giving her an inch. The sweat was cold on his brow. The leaves of the tree outside, usually a calming backdrop, now seemed to be closing in on him.

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