Sarah crumbled the rejection note in her hand. "Phoenix Literary" had said no. She felt a burning in her chest, a combination of anger and frustration. She'd put everything into this novel, years of her life, and now... nothing.

She wanted to tear the apartment apart, to break something. She gripped the edge of the table so hard her knuckles turned white. Her jaw tightened, her teeth grinding together. She felt an overwhelming need to release the pressure building inside.

She stood up and started walking. She had to leave, to get away. The walls felt like they were closing in, suffocating her. She needed to do something, anything, to distract herself, to break free from the agonizing weight of the decision. She was ready to move on.

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