The phone rang again. It was the third call in an hour. Each time, it was her mother asking if she needed anything. "Are you hungry, honey? Do you need a ride? Did you take your medication?" Emily felt a pressure building in her chest. She needed space, needed to think, but it was impossible with her mother hovering.

She stared out the window, at the setting sun, which felt like it was moving at a snail's pace. The constant stream of questions were like needles.

Finally, she picked up the phone. "Mom, I'm fine! Really. I'll be down for dinner later." She hung up, a tense silence settling in the apartment.

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