“Oh, for the love of…” Leo muttered under his breath, watching his neighbor, Mrs. Gable, retrieve her mail. Every rustle of paper, every movement of her hand, added to the tension. He gripped the edge of the kitchen table so hard his knuckles were white.

Finally, she retreated into her house, and Leo sprang into action. He burst out the door, his feet pounding on the pavement. He reached the mailbox and flung the door open. Nothing but bills and a glossy magazine.

He slammed the door, the sound echoing through the otherwise quiet street. He kicked a small rock with unnecessary force. What was the holdup?

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