The doctor's office smelled of antiseptic and anxiety. David clutched the letter in his sweaty hand. He was supposed to be relaxing, following the doctor's advice, not *this*. He glanced at the medical charts, their cryptic symbols a far more appealing distraction. The receptionist's voice, chirping about the next appointment, seemed to amplify his unease.

The apology was a balm, but a late one. The damage, the pain, the scars… they remained. He wanted to be done with it, done with all of it. He stood, dropping the letter into the overflowing trash can.

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