The hockey coach, his face stern, pointed toward the defense. "We need you there, for now." This was not good. John was a forward. He loved to score. This felt wrong. He balled his fists.

He looked across the ice, watching the other players, their movements a stark reminder of his current situation. He just wanted to skate, to score, to feel the rush of the game. He felt a sharp pressure in his chest. He took a breath and tried to calm down. He tapped his stick on the ice, over and over, until the coach gave the word.

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