The postman had already come and gone. Sarah peered out of the window, scanning the empty street, as if willing the mail truck to reappear. The air was heavy with anticipation. The silence of the house was punctuated only by the frantic ticking of the grandfather clock in the hall. It was a torture.

She wandered aimlessly through the kitchen, grabbing a bag of chips and then putting it back. She couldn't eat. Her stomach was knotted. The feeling was a tight, painful pressure.

She glanced at the front door, her brow furrowed. She walked over to it, peering through the peephole every few seconds, as if a letter might magically appear. She knew it wouldn't. The clock continued its relentless march, each second a 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