The elevator doors chimed open with a sound that felt designed to mock her. Evelyn stepped out, her heels clicking aggressively against the polished marble floor. She was already late. She’d been preparing for the interview for weeks, and now, it was finally here. The interview was everything.

She rushed to the designated office, her breath coming in shallow pants. She could not find it.

"Excuse me," she barked at the receptionist, her voice tight. "The interview with Mr. Henderson?"

The receptionist, unfazed, pointed to a chair. "They're running a bit behind schedule. Please, have a seat." Evelyn’s fingers tightened on her purse strap. She didn’t want to sit. She wanted to move. She wanted answers. She needed to know what was going on.

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