“Come on, come on,” she muttered, pacing in front of her mailbox. Each passing car seemed to carry a mocking echo of her own anticipation. When she finally opened the mailbox, the single letter seemed to glow with a deceptive promise. She ripped it open, her fingers moving fast. The words were a mockery. After so long, after all that had happened, this was it?

She wanted to be finished with it; she was late for dinner. She crumpled the letter in her hand, squeezing it until it was a tight ball. She dropped it on the ground.

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