The fluorescent lights of the office seemed to hum a mocking tune, a constant, irritating buzz that grated on Amelia's nerves. She tapped her pen against the surface of her desk, a staccato rhythm echoing in the otherwise quiet room. Every refresh of her email felt like an eternity, each notification a disappointment. She’d been waiting for the CEO’s email all morning, the one that would finally confirm her suspicions about the company. The rumors had been flying around for weeks, whispers of a potential acquisition, of job cuts, of a future she couldn't control.

Her leg bounced incessantly, a frantic drumbeat against the worn carpet. She stole glances at the clock, the seconds crawling by at a glacial pace. The coffee she'd brewed hours ago had grown cold, mirroring the sinking feeling in her stomach.

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