The pool water felt cold against David's skin. He was a backstroker. The coach's suggestion, to try butterfly, felt like a challenge, but he did not feel up to it. His chest felt constricted. He felt as if he was waiting for something, though he did not know what. He gripped the edge of the pool, his knuckles white.

He watched the other swimmers, their strokes fluid and practiced. He just wanted to dive in, to feel the familiar rhythm of his own stroke. He glanced at the clock, its hands seemingly frozen. He needed to get this over with, to move on. He took a deep breath and began to run in place.

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