The bank statement crinkled in Amelia’s hand as she paced the length of the living room, her ankle-boot heels clicking a staccato rhythm against the hardwood floor. It was absurd. Absolutely absurd! She needed a new car; the old one coughed and sputtered more than it drove these days. And there, tucked away in a savings account she knew nothing about, was enough to pay for it outright. Her jaw tightened. Why hadn't David mentioned this?

She flicked a stray strand of hair away from her face, the motion jerky and abrupt. Her fingers itched to grab her phone and dial his number, demanding an explanation. But no. She would wait. For now.

The sunlight streaming through the window seemed to mock her, highlighting dust motes dancing in the air. Time crawled. She glanced at the clock on the mantelpiece; the seconds ticked by with agonizing slowness.

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