The air conditioning in the pawn shop seemed to be broken, or maybe it was just her own internal temperature that was soaring. Each breath felt shallow, as if the air was somehow already used. She drummed her fingers on the counter, the staccato rhythm echoing off the glass cases filled with forgotten treasures. The shop owner, a woman with a bored expression, was slowly turning the pages of a thick ledger.

"Please," she said, her voice strained, "Could you just look?"

The shop owner sighed, putting down the ledger. "Look, lady, I got plenty to do. You ain't the only one here."

The woman felt a flush of irritation on her cheeks, a heat that prickled at the edges of her skin. She needed that ring.

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