The water bill was already astronomical. Now this. Maria gripped the hose tighter, her knuckles white. She’d been trying to water the petunias for a half-hour and every time, the same scene. Spot, the beagle, was a menace to the neighborhood.

Her cheeks burned. The spray arced across the lawn, missing the flowers, landing on Spot, who seemed to revel in the unexpected shower. She wanted to yell, to shout.

She clicked her tongue, then, feeling her chest constrict. "Spot, get out of my flower bed!" she called, her voice strained. She hated this.

She turned off the water, the silence hanging heavy in the air.

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