The classroom clock ticked loudly, each second amplifying the growing tension. A small, unassuming box sat on Ms. Davis's desk, a gift from a student she barely remembered. She fiddled with the cap of her pen, unable to concentrate on grading papers. She’d been staring at the box for hours now, and the silence in the classroom was almost unbearable.

Her leg bounced incessantly, a nervous rhythm against the floor. She needed to know. The constant tick of the clock was starting to drive her crazy. She sighed, her hands itching to tear the package open, yet she hesitated, a strange form of self-control preventing her from doing so.

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