The clock on the microwave seemed to mock him, ticking with deliberate slowness. Mark chewed at the inside of his cheek, a familiar habit when things didn’t go his way. He needed that package. It contained a vital component for his model airplane, a project he'd been pouring weeks into. It was addressed to "Sarah Miller," the previous resident, a woman he'd never met. The package was taunting him. He paced the living room, his steps short and agitated. He’d already tried contacting the post office twice, each call ending with a frustrating runaround. He checked the time again. Still not a minute closer to his package.

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