The prize-winning roses were her pride and joy. The dog next door, a playful golden doodle named Gus, was her nemesis. He’d done it again.

Her breath hitched in her chest. She needed to leave for her appointment in fifteen minutes. This wasn't happening. Her knuckles were white as she grabbed the garden shears.

“Gus, get *out*!” she shouted, her voice shaking slightly. She didn’t have time.

She had to get him out.

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