He felt a nervous energy bubbling in his veins. He imagined himself already done with the yard work, sitting in his favorite chair, reading his book. Yet, here he was, listening to Mrs. Rodriguez’s detailed plans.

He gripped his hands into fists. The gentle swaying of the trees and birdsong seemed to mock him.

“Yes, yes, the…the design is good," he said through a constricted throat. "So, you know where you want to plant it all?" He tried to keep his voice steady but his heart rate sped.

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