The pickup truck coughed its way down the overgrown lane, kicking up dust devils in the afternoon sun. Sarah drummed her fingers on the dashboard, her gaze flicking repeatedly between the road ahead and the rapidly dwindling mileage on the odometer. She'd driven five hours and she just wanted to get this over with.

She slammed the gearshift into park and killed the engine, the sudden quiet amplifying the frantic thrum in her chest. A gust of wind whipped her hair across her face as she stepped out, her eyes immediately scanning the landscape.

Gone. Just a jagged, fresh stump and a pile of sawdust where the old oak had stood. Fury, cold and sharp, coiled in her stomach. She pictured the slow, deliberate cuts. It had only been a matter of time.

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