"So, you just *found* it?" Martha repeated, her voice tight. Across the table, her neighbor, Brenda, was recounting the tale of her supposed discovery of a valuable painting in her attic. The tale, she knew, was a lie. Brenda had inherited it. Brenda had the money and had been hiding it for years.

Martha’s foot tapped incessantly beneath the table. She felt a burning sensation in her stomach. The endless stories, the perfect house, the vacations, the things Brenda could buy with that money… It was unbearable.

Martha’s hands were clasped so tightly they ached. She wanted to grab Brenda, shake her, demand the truth. She wanted to tear open her secrets and get what she deserved.

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