Dust motes danced in the sunbeams slicing through the workshop. Leo tapped his foot, the rhythmic thud a counterpoint to the whirring of the lathe. His son, Finn, a gangly teenager, leaned over him, fascinated by the swirling wood shavings. Leo was trying to finish a custom chess set, the final piece – the king – almost complete. “Can I try turning the wood now, Dad?” Finn asked, his voice full of eager anticipation.

Leo swallowed, the question a familiar one. He’d taught Finn the basics, but this project was different. It had a deadline. He glanced at the clock on the wall. The shop was a sanctuary, and now, he felt cornered. “Not today, Finn,” he said, his voice clipped. “I need to finish this. It’s important.”

Finn's shoulders slumped. He fiddled with the edge of the workbench. The wood dust seemed to settle heavier now. Leo turned back to the lathe, but the smooth rhythm of his craft felt fractured.

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