David leaned against the peeling paint of his porch, arms crossed, eyes darting from side to side. The delivery truck pulled up to Mr. Henderson’s, and the driver, a burly man, began unloading crates that looked far too large and heavy for the quiet, unassuming neighbor. His jaw clenched as he watched, a bead of sweat tracing a path down his temple despite the cool evening air.

A sudden, sharp pain lanced through his shoulder. He hadn't felt this edgy in years. He thought his life was finally on the right track; he had a job, a roof over his head, and enough money to scrape by, but here was Mr. Henderson, with his expensive-looking car, buying more… stuff. His gaze flickered towards his own house, its faded siding and cracked sidewalk. He'd been saving for a new roof for months.

“Morning, David!” Mr. Henderson’s overly cheerful voice startled him. David quickly straightened up and managed a weak smile. He felt a need to quickly get back inside. He had to think.

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