"Just a little longer," Leo muttered, his voice strained. He stood outside the tattoo parlor, arms crossed, watching the clock. He had been waiting for two hours, and the air was thick with the scent of disinfectant and anticipation. He needed to get this settled. His hands fidgeted, picking at the loose threads of his worn jeans.

Finally, the door opened. A woman emerged, beaming. Leo's breath hitched. He squinted as she walked past, revealing the back of her neck. He recognized the intricate design immediately. It was a replica of his painting, "Whispers of the Wind," down to the last feathered detail. His face flushed with a sudden, all-consuming heat.

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