The lawyer’s office smelled of old paper and stale coffee. Dust motes danced in the single shaft of sunlight cutting through the gloom. He’d been sitting here for an hour, tapping his pen against the mahogany desk, the rhythmic click echoing in the oppressive silence. When was this guy going to finish rambling about the history of the property? He just wanted to repaint the living room. It shouldn’t be this complicated.

“And the investigation, as I understand it,” the lawyer drawled, finally looking up from a thick file, “was quite… involved.”

A vein pulsed in his forehead. He shoved a hand through his hair, dislodging a few strands. He needed to get home, needed to sand those damn walls.

“So, in conclusion,” the lawyer finished, “it seems the previous owners… met a rather unfortunate end within those very walls.”

He swallowed hard. He felt a sudden chill, despite the stuffy air. "So I can't repaint?"

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