The cold metal of the chair felt like ice against her skin. She crossed her arms, trying to ward off the chill, but it did little to combat the growing sense of unease. The doctor had been dismissive, the hospital staff slow and unhelpful.

It was the unknown that was the worst. The idea that someone else had access to her most private medical information was abhorrent. Her mind was a whirlwind of worry.

She slammed the file shut, a sharp sound that echoed in the quiet room. "Is there any way to speed this up?" she demanded, her voice sharp. The secretary, flustered, stammered a reply. It did little to ease her mounting frustration. She wanted to be done with this. She wanted it all to be over.

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