A tremor ran through Susan's hand as she reached for her coffee cup. The warmth did little to soothe the growing unease in her stomach. The tree. It was still there. The neighbors, the workers, they were late. She’d been waiting for hours.

She sighed, a frustrated puff of air. The delay meant she would miss her morning walk, the one thing that had been keeping her sane. She would miss her doctor's appointment. She leaned closer to the window, the image of the fallen tree a constant, nagging reminder.

She tapped her fingers against the table, a rapid, nervous tic. She wanted it gone.

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