The notice taped to the lobby door fluttered in the breeze from the open front door. Sarah ripped it down, folding it repeatedly, a nervous tic she’d developed over the past week. The words ‘Condo Conversion’ swam before her eyes. She wanted to be *done* with this already. She crumpled the paper into a tight ball, shoving it into her already overflowing handbag. Her foot tapped a rapid rhythm against the worn linoleum as she waited for the elevator, which always felt slower than usual.

Finally, the doors clanked open. She punched the button for her floor with excessive force, the metal groaning under her fingertip. The ascent seemed to crawl. She imagined all the renovations, the higher monthly payments, the endless stream of open houses. A fresh wave of heat bloomed in her chest.

Reaching her apartment, she slammed the door shut, the force of it rattling the already loose picture frames on the wall. She paced her living room, her mind racing. She had a mortgage broker to call, a lawyer to find. There was a mountain of work looming, and she felt a knot of tightness in her jaw.

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