The surveyor squinted at the blueprints, then back at the house. He'd been looking at them for what seemed like hours. The air hung thick and humid, the afternoon sun beating down. He could feel sweat trickling down his back. His contractor would be expecting an update, and he was getting none.

“So,” the surveyor finally said, his voice gravelly, “this property… it has a history.”

He could barely contain himself. He just wanted to get started on the renovations. Each delay was costing him money. He needed to be able to start rebuilding.

"Get to the point," he snapped, the words sharp.

The surveyor sighed, a sound that seemed to stretch on forever.

Emotion: impatient

Cluster: Anger / Hostility
PC1 (Valence): -0.33 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion impatient. 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 impatient stories, after denoising with neutral dialogue baselines, produces the impatient emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the impatient vector is projected through the unembedding matrix.

Promoted:
de0.527
impatiently0.434
impatient0.413
S0.396
impatience0.351
Suppressed:
-0.298
s-0.298
newfound-0.272
께서-0.265
заслу-0.264