The heat made Amelia’s temples throb. Mr. Rodriguez had requested to cultivate a row of tomatoes along the fence line. He was now regaling her with a detailed history of tomato varieties, his voice a low, steady drone. She stared at the vibrant green grass, the promise of a cool drink mocking her.

Her hands clenched, nails digging into her palms. She just wanted him to get on with it, to get the conversation over with so she could relax. The air seemed thick, the sunlight relentless.

“Look, Mr. Rodriguez, I’m… delighted,” she said, forcing a smile. “Just show me where, and when can you begin?”

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