The engine whined, a sound that grated on Leo's nerves as he turned the key for the tenth time. Nothing. He slammed his fist against the steering wheel, the horn blaring a mournful cry. He had to be at the airport, and every second felt like a year. His sister's flight was arriving any minute.

He jogged back into the house, grabbing his phone and wallet. He'd call a cab. But even the thought of waiting on the curb, the minutes bleeding away, made his teeth clench. He already imagined the delayed pickup and the inevitable traffic. He was going to miss her.

He spotted the orange sign, a neon blight on his morning. "Towed," it screamed. He spun on his heel, muttering under his breath. He had been so focused on getting out the door, he had missed it completely.

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