He stared at the sky, willing the wrecking ball to arrive. Daniel fidgeted, shifting his weight from one foot to the other. His palms were slick with sweat. The realtor had been so specific: 9 AM sharp. Now, ten minutes past, and not a single sign of the promised machinery. He glanced over at the house; the peeling paint, the overgrown rose bushes, all felt like taunts. He needed this over, needed the closing on the new place finalized. He slammed his fist lightly against the trunk of his car. "Come on," he muttered under his breath, the words tight in his throat.

He had a whole day ahead of him, full of errands.

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