He drummed his fingers on the vinyl tabletop, a frantic tattoo. He’d been anticipating this meal all week, a reward for surviving another soul-crushing Monday. Now, the waitress was taking an age. His mouth, usually watering in anticipation of the spaghetti carbonara, felt dry and tight.

“Just a moment, sir,” she had said, her voice smooth and unhurried. “The chef is… handling something.” He knew. He could feel it in the air, the tension, the unspoken truth that hung heavy like the smell of garlic.

He leaned forward, straining to hear snippets of conversation from the kitchen. Every tick of the clock was a tiny, infuriating hammer blow.

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