The hospital waiting room reeked of disinfectant and desperation. Marcus felt a burning sensation in his stomach. Each slow tick of the clock, each cough and sigh from other occupants seemed to mock him. His half-sister had been injured in an accident, and he was stuck here, *waiting*. He was a mess.

He clenched and released his fists. His palms felt sticky. He had to know if she was okay. He needed information *now*. He forced himself to sit still for another minute, but he could no longer stay quiet.

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