She drummed her fingers on the steering wheel, watching the antique shop owner meticulously wrap the chipped teacup she'd bought. The late afternoon sun cast long shadows across the cobbled street. He’d told her it was a steal. The house, she meant. A real fixer-upper.

"And it's a lovely piece," the shop owner said, voice like dry leaves. "Perfect for your charming new residence."

She wanted to scream. She had a mountain of boxes to unpack, and the movers were arriving in an hour.

“Just… hurry,” she said, her voice tight. The tightness seemed to spread through her chest.

He smiled, a slow, deliberate movement. "Patience, my dear. Patience is a virtue."

The teacup, finally wrapped, felt absurdly heavy in her hand.

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