The sun beat down on her back as she stood, arms crossed, outside the apartment building. The sweat was beginning to make her clothes cling. Her heart raced, each beat a staccato drum against her ribs. She was desperate. The package – addressed to a "John Smith," whoever that was – held the replacement lenses for her glasses. She hadn't seen properly in a week, and her world was a blur. She sighed loudly, the sound lost to the city noise. The delivery truck had been gone for twenty minutes, and still, no one had come to take it. She wanted to grab the package herself, and rip open the cardboard.

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