He bit his lip, his teeth digging into the flesh. The music's insistent beat was like a physical blow. He glanced at the half-finished crossword puzzle on the table, the words mocking him with their illegibility. He wanted to scream.

He rose from his chair, a sudden rush of blood to his head. He needed to do something, anything, to make the noise stop. He grabbed the remote and turned up the volume on his own television, an act of futile defiance. The tension in his shoulders tightened.

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