The doctor’s office was a symphony of sniffles and coughs, and the stale air hung heavy with the scent of disinfectant. Mark fidgeted, legs bouncing, as he waited for his appointment. It was late, and he had a mountain of work to get through. He grabbed a paperback from his bag, hoping to distract himself.

A piece of paper, folded precisely, fluttered out. He caught it before it could hit the floor. He glanced at the delicate script.

The letter was a list. “Remember to breathe. Remember the sunsets. Remember to be kind.” Mark, despite himself, felt a moment of calm. He took a deep breath.

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