"Seriously?" Mark practically snarled, staring at the realtor. "When is this supposed to be finished?" He leaned forward, elbows planted on the pristine conference table, his gaze fixed on the woman across from him. The words about the building going condo had been a punch to the gut.

The realtor's polite smile offered little comfort. "Well, Mr. Harding, the timeline is..." She trailed off, glancing down at her notes. Mark’s eyebrows shot up.

His fingers clawed at the surface of the table. He resisted the urge to push the entire thing over. He needed to know. The uncertainty was a physical weight. The thought of all the unknowns: the construction, the showings, the constant disruptions. His stomach churned. He wanted a straight answer, and he wanted it *now*.

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