“I think you'd be a good fit at first base,” the softball coach said. A wave of irritation washed over Chloe. She was the pitcher. She liked being the one in control. This delay, this suggestion, felt like a personal attack. She ran a hand through her hair, her movements abrupt.

The other players began their drills. The pace, slow and deliberate, grated on her nerves. She just wanted to get back to the mound, to the familiar rhythm of her pitches. She could feel a flush rising in her cheeks. She was dying to get going, now.

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