He stared at the computer screen, the cursor blinking mockingly. David had been refreshing the webpage every five minutes for the past hour. The website claimed results would be available "within four to six weeks." It had been five weeks and six days. He felt like his skin was crawling.

He’d fantasized about this moment for weeks, the potential for connection, the possibilities. Now, the anticipation felt like a live wire, zinging through his system.

He bit his lip, another habit that always made him feel more anxious. He wanted to know, to *see*. He clicked the refresh button again, a frustrated noise escaping his lips. Still loading.

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