"Just five more minutes," Liam muttered to himself, the words barely audible. He glanced at the clock on the microwave, then back to the closed laptop on the kitchen counter. He'd stumbled upon the file, a fictionalized account of their life together, yesterday. It was titled, "The Accidental Tourist", a sarcastic joke at his expense he was sure. He felt a throbbing pulse behind his eyes.

He paced the narrow confines of the kitchen, his bare feet slapping against the cold tile. Each tick of the clock was a hammer blow against his composure. Every second that passed felt like an eternity. Where was she? Why was she taking so long at the grocery store? He wanted to know how *he* was cast in her narrative.

He couldn't stand the waiting. He wanted to know. He sat down and opened the lid.

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