The old woman, Mrs. Gable, was taking her time. She was counting out the bills, slowly, deliberately. In the store, the line snaked behind her. Sarah stood directly behind her, watching.

Mrs. Gable was her neighbor. The woman lived in the biggest house, the one with the pool and a car she barely even drove. She felt herself wanting to scream at the woman to *hurry up*. To stop, and just buy what she needs.

Each bill counted felt like a punch. Her heart raced. This was how the rich treated the world. The slow pace, the nonchalant nature… all of it. Sarah needed to get home. She had bills to pay.

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