Rain lashed at the flimsy awning of the yard sale. Sarah tapped a manic rhythm on the table, her knuckles white against the chipped Formica. Another potential treasure hunter was chatting up the owner, a woman with a floral housedress and a weary smile. “Come on, come on,” she muttered under her breath, a knot forming in her stomach. She’d seen a familiar shape tucked away in a cardboard box, and every second felt like an eternity.

Her gaze darted from the seller to the box, then back again. The damp air clung to her skin, adding to her agitation. The other woman finally moved on, clutching a chipped teacup. Sarah rushed forward, heart pounding. She lifted the lid of the box, her breath catching.

There he was. Barnaby. His button eyes, a little loose, stared back at her. A wave of both relief and a strange, almost dizzying energy washed over her. She practically snatched him up, ignoring the way his stuffing felt thin and worn. "How much for the bear?" she barked, not bothering with a greeting.

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