Maya slammed the door to her apartment, the sound echoing in the hallway. The notice about the condo conversion felt like a punch to the gut. She ripped the paper apart, her hands shaking slightly. She paced her living room, her thoughts a whirlwind.

She glanced at the half-packed boxes in the corner, a stark reminder of the upheaval ahead. She felt a throbbing pulse in her wrist. The thought of negotiating, of house hunting, of the entire process, made her want to scream.

She clutched her chest, taking deep, shaky breaths. She wanted to be done with this. She wanted it all to just *happen*.

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