The aroma of freshly baked bread, usually a source of comfort, now felt poisoned. The noise was unbearable. She had made the dough hours before, but now she was struggling to roll it, she couldn't concentrate on anything. She slammed the rolling pin against the countertop with a loud thud.

Every time she glanced at the clock, it was a reminder of how little time had passed. She opened the oven, then closed it again, unable to find comfort. The only thought in her mind was when the noise would stop.

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