The antique rocking chair creaked rhythmically, a mocking counterpoint to Sarah’s racing heart. Her father, his face etched with worry, was taking an age to gather himself. “It was your mother’s favorite,” he murmured, his voice thick with emotion. Sarah's fingers drummed a frantic tattoo on the mahogany armrest.

The room felt small, the air thick. Each slow, drawn-out word felt like a physical weight pressing down on her. She just wanted this done. Done and over. The bills were piling up, the bank was calling, and she had places to be.

Her jaw clenched. She needed to breathe, to move, to *do*.

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