The mailman's truck rumbled down the street, and Maya practically vibrated with anticipation. She watched through the blinds, her knuckles white as she gripped the fabric. Each approaching vehicle sent a fresh surge of hope through her, quickly followed by the inevitable plummet into disappointment.

When the mail finally arrived, she was already halfway to the mailbox. Her boots crunched on the gravel, each step a staccato beat of her frustration. She snatched the mail and flipped through it in a flash, but the card wasn't there. She slammed the box shut, the metal echoing in the quiet morning.

Back inside, she slammed the door and kicked off her shoes. Her jaw was tight, and she started pacing, phone in hand. It was almost noon, and she still hadn't heard from anyone.

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