He’d been anticipating this, of course. The moment the first truck rumbled onto his neighbor's property, a prickling sensation ran down Leo's spine. He was suddenly aware of every creak and groan of his own house. The sunlight streaming through the window seemed too bright, the air thick with potential.

Leo found himself pacing his living room, the rhythmic thump of a bass drum from the construction crew a constant, grating presence. He kept checking his watch, though he had nowhere to be. Every instinct screamed at him to *do* something, to anticipate, to manage the impending chaos. He picked up the remote, then set it back down. He grabbed a book, then cast it aside. He couldn’t settle.

"Right," he said aloud, though to whom he didn't know. He decided a walk was necessary, a way to survey the landscape.

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