The silence of the hallway was crushing. Ethan stared at the closed door, the seconds ticking by with agonizing slowness. He checked his watch for the tenth time in five minutes. He felt a knot in his stomach, a physical manifestation of his restlessness.

He needed to talk, to vent, to begin the healing process. He hated being kept waiting. It was utterly counterproductive. He wanted to go now.

The door opened. There, standing before him, was the face of his childhood bully, now a licensed professional. A wave of disbelief, mingled with a burning sense of urgency, coursed through him.

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