“How about you try goalie, for a change?” The words were a sting. This was a joke, right? No, her soccer coach was serious. Emily, a striker, considered it an insult. She hated the idea of being stuck in the net. She folded her arms, her lips pressed into a thin line.

She watched the other players, their movements a kaleidoscope of passes and shots. She just wanted to be out there, chasing the ball, scoring goals. The minutes ticked by, each one a hammer blow. He was almost ready to break. He kept glancing toward the goal. He was ready to play.

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