The gentle breeze seemed to taunt her, rustling the leaves of the oak tree with a slow, deliberate rhythm. She felt a burning sensation in her chest, a restless energy that wanted to burst out. Mr. Petrov, meanwhile, was slowly, deliberately explaining the best compost mix for his proposed pumpkin patch.

She took a deep breath, trying to steady herself. Her fingers drummed a frantic tattoo on her thigh. She needed to get back to her book.

“Yes, well, that all sounds… very thorough, Mr. Petrov,” she said through gritted teeth. "So, when can you start?" She could barely keep her voice down.

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