He paced the length of his cramped apartment, the worn rug offering little comfort to his restless energy. Sunlight streamed through the dusty window, illuminating the swirling motes of dust that danced in the air. The letter was a foreign object on his otherwise meticulously organized coffee table. He should have tossed it. Should have burnt it. It was a waste of his time. He kept checking his watch, as if by willing the minutes to hurry along, he could erase the past.

The apology, when read, felt like a slap in the face. All those years, and now this… this flimsy excuse. He tossed the letter aside, the sudden movement causing his chair to scrape loudly against the hardwood floor. He needed a cigarette. Now.

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