The old house felt stuffy, suffocating, and the smell of mothballs was overpowering. John wrestled with a jammed window, muscles straining. He wanted air, space, and a life detached from these walls.

His sister, Emma, was carefully cataloging the contents of a drawer. He wanted to scream. He was drowning in details.

He forced the window open with a loud pop and leaned out, gulping in air. The vastness of the world outside beckoned. He had places to go, things to see. He needed to be free.

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