He found himself pacing his living room, the Persian rug doing little to soften his frantic steps. His phone was buzzing again. Another missed call from the hospital. He jabbed at the screen, calling them back immediately. His breath hitched in his throat.

The mix-up with his medical records had turned his life upside down. He had been a meticulous man, a creature of habit and careful planning. Now, everything was uncertain. Every ache and twinge felt like a potential threat.

He took a large gulp of the cold water on the kitchen counter. "Can we just get this over with?" he demanded on the phone. The hospital administrator's polite but unhelpful responses only amplified his rising frustration. He needed closure. 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