He glared at the empty street. The sun was rising higher in the sky, casting long shadows that stretched and distorted the familiar landscape. Every shadow seemed to mock him. He pulled his phone from his pocket again, the screen reflecting his impatient face. He hated delays. He wanted to be done with this. The house, his childhood home, sat behind him, a constant reminder of the past. He tapped the screen, checking for a missed call, a text message, anything.

The silence was excruciating.

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