The old house felt hollow, echoing with silence. Emily was supposed to be comforting her younger brother, but she found herself unable to stay still. She felt a constant hum of nervous energy, a need to fidget. Her mother’s desk held a small, leather-bound notebook.

She read the first item: “Visit the Louvre Museum.” Emily took a deep breath, trying to calm her racing heart. She had to *leave*. She couldn’t stand to be in this house for another moment.

The next item: "Make a quilt." Emily slammed the book shut. She felt a sudden, fierce heat rise to her cheeks. She wanted to be miles away, to escape the suffocating memories that clung to every corner of the house.

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