He stared at the clock above the counter, its hands crawling forward at a glacial pace. The pawn shop was a symphony of sluggishness. The old man behind the counter was taking his sweet time, cataloging each item with painstaking precision. Every shuffle, every glance, every deliberate movement grated on his nerves. He clenched and unclenched his fists, trying to contain the restless energy that coursed through him.

"How much longer?" he finally asked, his voice a low growl. The old man didn't even look up. "Just a little bit longer, son. Patience is a virtue." The words felt like a physical blow.

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