He drums his fingers against the armrest of the waiting room chair. The magazines, filled with glossy images of perfect lives, were utterly useless. The rhythmic thrumming of the air conditioner felt like a taunt. Another five minutes. He’d been told to arrive early, but five minutes still felt like an eternity. Each moment seemed stretched, dilated, until it was unbearable.

He needed to talk. He needed to process. But first, he needed to get through this suffocating, drawn-out experience.

The door to the office opened. A tall figure with familiar eyes stood in the doorway. It was him. Thomas Harding. The therapist he’d requested. A wave of irritation washed over him. The irony of it all.

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