"Honestly," she muttered, pacing back and forth in front of the window. The noise was like a physical presence, a weight pressing down on her. Her foot tapped a rapid rhythm against the floor. She needed quiet. Needed it now.

She yanked open the window, intending to shout, but caught herself. A confrontation, she thought, was always messy. She reached for the remote, switching off the TV. That was the only thing to do at this point. She needed to focus on the noise, and not anything else.

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