The elevator doors seemed to taunt Amelia. They hesitated, the internal workings grinding, before finally opening onto the lobby. She stormed out, the heels of her boots clicking a staccato rhythm on the marble floor. Her fingers fumbled with her phone, already composing a scathing message to the contractor who was three hours late on the kitchen remodel. "Where ARE you?!" she typed furiously. Wrong recipient. A quick glance revealed the message had gone to her elderly Aunt Mildred. Amelia groaned, deleting the draft and replacing it with a quick, "Sorry, wrong number!" She bit her lip, then closed her eyes, visualizing the face of her contractor, a slow smile creeping across his face as he continued to dawdle.

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