The aroma of freshly baked bread filled the bakery, but for Thomas, it offered no comfort. He'd been battling the urge to scream all day. "Grandma’s Secret Sourdough," his family's pride and joy, had resurfaced as "The Alpine Loaf" in a popular cookbook, and he was livid.

He scrubbed furiously at the countertop, his movements sharp and erratic. The dough, usually a source of pleasure, felt like a burden. He couldn’t shake the image of the other baker, basking in the glory of something that was rightfully his. He needed to do something, anything, to release the tension that had gripped him since the moment he saw the recipe.

His eyes darted from the counter to the phone. He had to call a lawyer.

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