He stared at the blank page on his laptop, his fingers drumming a frenetic tattoo against the desk. He'd discovered his girlfriend's draft of a novel, and it was *about him*. He'd only managed to read a few chapters before she returned, and now, he had to see how the story concluded. The anticipation was eating him alive. He wanted to read, he wanted to know everything now.

He glanced at the door, expecting her to walk in any moment. He couldn't focus. He rose from his chair and walked across the room, pacing.

The silence was deafening, the only sound the frantic thumping of his own heart. He needed to *know*

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