The silence in the apartment was deafening. She bounced her knee. The vet appointment was scheduled for next week, but Sarah, her roommate, still wasn’t completely on board. The paperwork sat on the table, a constant reminder of the unfinished project. She imagined their empty apartment filling with playful barks and happy tail wags, but she was trapped in a holding pattern. The lack of action was nearly unbearable. "Sarah? Can we please just talk about it?" Her voice was laced with a desperate plea.

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