The game was almost over. Ben watched from his seat, the score tied with five minutes left. This friendly basketball game, the one he had spent weeks organizing, was on the same day as his brother, Alex’s, huge laser tag adventure.

Every shot felt like a test, every missed opportunity a setback. He could feel the frustration bubbling up inside him, making his skin prickle. He stole glances at his phone, waiting for any sign that the team from Alex’s event would show up.

He closed his eyes for a moment, the tension in his shoulders intense. The whistle blew. He had to win. He had to make this work.

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