"Are you serious?" Marco burst out, his voice echoing in the sterile hallway. He'd been pacing for twenty minutes, his boots thudding a relentless beat against the linoleum. The nurses just gave him disapproving looks.

His palms were slick with perspiration. He kept checking his watch, the numbers mocking him with their slow, deliberate march. He hated this, this ridiculous delay. He gripped the strap of his messenger bag so tightly his knuckles were white.

A woman, sitting rigidly on a bench, looked up at him. She had a strange, almost vacant expression.

“It's the condition,” she murmured, her voice barely audible. “The wait is the worst part. Always.”

Marco stared at her. "You… you know?"

"We all do. Eventually."

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