He bounced the basketball on the cracked pavement, each dribble a frustrated punctuation mark in the silence. The rhythmic thump, thump, thump echoed in the stillness of the afternoon. He’d told his brother a hundred times to check the property, but the email had gone unanswered for a week.

He knew something was off when he hadn’t heard back from his brother, and the feeling grew sharper with each step towards the old oak. His jaw clenched as he turned the corner.

The space where the tree once stood was vacant. A smooth, flat disk remained, a testament to the efficient blade of a chainsaw. He kicked at a stray piece of bark, the anger now a hot, visceral thing.

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