The air in the art studio was thick with the smell of turpentine and paint. Amelia found the hidden notebook, the one where her boyfriend, Ethan, had been scribbling away for months. He had spent less and less time with her. He'd always claimed to be "working," but now she understood what that really meant. *About her*.

She brushed at her hair, the movement jerky. She scanned the room, each canvas a silent testament to his absence, to the secret world she had not been privy to. The clock on the wall mocked her with its relentless, steady rhythm. He had gone to the coffee shop down the street. It was his usual haunt. He said it was for inspiration.

She couldn’t stand the silence. A plan formed in her head. She had to know how she was represented.

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