The elevator lights flickered, casting long shadows that danced on the walls. Emily tapped her foot. She had a job interview that she couldn't afford to miss. This was the worst possible scenario.

She sighed loudly, the sound echoing in the enclosed space. She kept glancing at the elevator buttons as if she thought they were the source of her problem. She took a deep breath, trying to calm herself, but to no avail.

She pulled at her skirt, smoothing out imaginary wrinkles. Her stomach was twisting into knots. She needed this job. She began to rapidly press the emergency button, the action stemming from pure frustration. She felt like she was trapped in a nightmare.

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