Mark tapped his foot, the sound amplified in the otherwise silent workshop. He had a million things to do, but he needed Mr. Henderson's approval on the new chassis design. The deadline for the race was looming closer and closer, and he was getting close to the breaking point. His eyes flicked to the clock. He glanced at the empty work bench, which was usually covered in blueprints.

He pushed open the door to Mr. Henderson’s office. A single photo remained on the desk: a picture of Henderson with his wife. He grabbed the phone on the desk and pressed the speed dial for Henderson's office. "This number is no longer in service." He slammed the phone down. A crumpled note was tucked under the photo. "Moving on. Mark, I have every confidence in you." He felt a flash of irritation.

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