The pasta water was taking forever to boil. Sarah tapped her foot against the kitchen tile, the rhythmic thud a counterpoint to the bubbling anticipation in her chest. Liam had been gone for nearly an hour, supposedly "running errands." It was the way he’d answered the phone, though. A hushed tone, a quick retreat to the back porch. She craned her neck to peek through the blinds; nothing. She grabbed her phone and scrolled through Instagram, then tossed it back on the counter with a frustrated sigh.

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