"Just five more minutes," the sign on the door read. John shifted from foot to foot outside the gate, his teeth clenched. It felt like an insult. He had been planning to come here all morning. He’d barely eaten breakfast. This was the most important thing. He didn't know what he would do if it wasn't there.

He glanced at his watch again. The second hand seemed to be crawling across the dial. A car rumbled past, kicking up dust. He pushed his hands deep in his pockets, and the frayed edges of a certain blue blanket scratched against his skin.

Finally, the gate was unlocked, and the woman, all smiles, ushered him in. His gaze swept the displays, his heart hammering in his chest. He saw it immediately. He barely glanced at the price tag. "I'll buy it," he declared with no further hesitation.

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