He fiddled with the zipper on his jacket, a nervous habit that intensified as Ms. Peterson, their new neighbor, continued to describe her plans. She was envisioning herbs, vegetables, maybe even a small berry bush, her eyes sparkling with excitement. He, on the other hand, was calculating the lost time.

A muscle ticked in his jaw. The afternoon was already slipping away. He’d promised to help his son with a school project.

“That sounds… wonderful,” he said, his voice strained. “So, where were you thinking?” He couldn't shake the feeling of being trapped in a slow-motion film.

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