The green felt, usually a source of calm, now seemed to vibrate with anticipation. Michael adjusted his cue, his knuckles cracking. His daughter, Chloe, a budding pool shark, circled the table, her eyes locked on the colorful balls. He had a tournament coming up, and Chloe's presence, normally a joy, felt like a constraint tonight.

“Can I shoot the eight ball, Daddy?” Chloe's words were a melodic distraction. Michael's brow furrowed.

"Chloe, not now," he said gruffly. "This is very important to me." The pressure was mounting. He needed to practice his concentration, and this kid was the distraction. He felt a throbbing in his temples.

Chloe's expression shifted, and she backed away, her usual ebullience dimmed. The click of the balls, usually a welcome sound, became a ticking clock.

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