The musty smell of the pawn shop seemed to cling to her like a second skin. She felt a tickle in the back of her throat, and she swallowed hard, trying to keep herself calm. She’d been here an hour, at least. The shop owner, a woman with an unnerving placidity, was meticulously polishing a tarnished silver locket. Each movement was deliberate, each action a test of her resolve.

“Are you sure you checked that area?” she asked, her voice barely a whisper. She needed to know, needed to make sure she was searching in the right place.

The woman didn't respond immediately, her gaze fixed on the locket. Finally, she met her eyes, a flicker of something unreadable in her expression. “I’ll get to it when I get to it.”

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