“Come on, come on,” Kevin whispered, pounding on the door. He had a flight to catch. He checked his watch for the hundredth time. The hands seemed to be moving in slow motion. He felt a wave of cold sweat break out on his forehead.

He tugged at his tie, loosening it. He glanced at the other occupant, a woman he vaguely recognized, who seemed unfazed by the situation. He tried the buttons again, hoping for a miracle. His trip was to visit his sick mother.

He paced the small space, his steps quick and hurried. He needed to get out of there. He felt a growing sense of panic. The plane was already boarding. He ran his hands through his hair, his fingers tangling in the strands.

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