The elevator doors chimed, and Michael practically leaped forward. He needed to get to the meeting on the tenth floor. He was already running late. He punched the button, then the up arrow again, just to be sure. He bounced on the balls of his feet.

He was joined by Susan, a new hire. “Good morning, Michael,” she said brightly.

Michael forced a smile, his hands clasped behind his back, as if he was trying to hide how much he wanted the elevator to move. “Morning, Susan. You headed to the meeting too?”

“Yep! Oh, I went to Camp Greenwood as a kid. Such good memories.”

Michael stiffened. “No way, me too!” he blurted out. “Did you hate the long nature walks? They were so boring."

Susan smiled. "I loved them! That's where I found my love of nature photography."

Michael's jaw clenched. The elevator doors began to close, but then they opened again on the first floor.

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