The humidity clung to her skin as she rummaged through the dusty boxes in the garage. Claire felt a restless pull, a frantic desire to be elsewhere. Each item she picked up—a worn gardening glove, a chipped teacup—was a reminder of her mother’s absence, a weight she struggled to bear. Then, tucked inside a paint-stained box, she discovered a small, handwritten note.

The words, "Visit a ghost town," jumped out at her. Claire bit her lip. She had places to be, things to do. She had a life to get back to. She wanted to feel the sun on her face, to breathe fresh air, not be suffocated by this mausoleum.

A sharp pang went through her. “Learn to play the ukulele” was the second entry. She slammed the box lid shut with a resounding thud. The physical act of slamming the lid had no effect. She felt a burning need, a pressing urgency to be anywhere but there.

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