The doctor's words replayed in her head, the initial diagnosis now warped by the knowledge that her files had been crossed with another's. She kept fiddling with the chain of her necklace. Her fingers were clumsy. Her pulse raced.

She felt a wave of dizziness wash over her, a physical manifestation of her mounting anxiety. The prospect of someone else's medical history controlling her future was chilling. She wanted to scream.

The paperwork seemed endless, each page a testament to her helplessness. She glared at the slow-moving nurse. "Can we speed this up, please?" she said, her voice strained and tight. The nurse offered a weak smile.

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