From his perch on the porch swing, David surveyed the scene. The air, usually filled with the lazy drone of bees and the chirping of birds, now throbbed with the insistent grind of machinery. His stomach felt tight, a knot of unease twisting within him.

He’d been enjoying a quiet afternoon, a rare luxury. The sudden intrusion of noise and activity shattered the peace. He shifted on the swing, every muscle tense. Each swing seemed to amplify the feeling, as if it were a physical manifestation of his state. He closed his eyes, trying to block out the cacophony, but the image of the construction equipment burned behind his eyelids.

"Well," he said to himself, his voice strained, "this is just fantastic."

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