Her shoulders were bunched up, and her breath hitched as Clara scanned the account balance. Years of careful planning, of scrimping and saving, and all this time, Mark had this stashed away. It felt like a betrayal. She felt a knot in her stomach.

She ran a hand through her already messy hair, leaving it standing on end. She needed to know why. And she needed to know *now*.

The coffee maker gurgled, a mocking sound. Clara slammed the kitchen cabinet shut, the wood vibrating against the wall. She wished he were here. She paced the kitchen floor, her steps heavy and erratic.

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