Agnes tapped her foot against the cracked paving stone, the rhythmic sound echoing in the otherwise silent cul-de-sac. The gardener, a man she’d always considered a bit of a slob, was meticulously clipping the hedges bordering Mr. Henderson’s property. Mr. Henderson, with his eternally pressed trousers and perfect lawn, was away on another one of his “extended business trips.” Agnes had seen the sleek black car with tinted windows pull up only moments ago. The gardener was taking his sweet time. Her gaze kept darting towards the gleaming chrome of the vehicle, a longing ache in her chest. She needed a new washing machine, and fast.

The gardener finally straightened, wiping sweat from his brow with a grimy hand. He shuffled toward the car, a slow, deliberate movement that made Agnes’s jaw clench. She wanted to yell at him to hurry up, to just *move*.

He was taking forever, she could feel her pulse drumming in her ears. She clenched her fists at her sides, itching to know what he was doing. She knew what to do with that money, knew what she'd do if *she* had it.

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