The estate agent had been talking for an hour. Every few words, she would pause to take a sip of her tea. It was driving him insane. She kept mentioning the ‘previous inhabitants’ and the ‘mysterious circumstances surrounding their departure.’ He just wanted the keys.

He stood up abruptly, pacing the room. His leg bounced.

"Look," he said, the words tumbling out, "Can we just skip to the paperwork? I need to move in."

The estate agent slowly lowered her cup. Her gaze was as flat as a tabletop.

"The paperwork, Mr. Harrison, is a bit… complicated, considering the house's history."

He ran a hand through his hair, dislodging a few strands. He let out a frustrated sigh.

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