The doctor's office felt stifling. The air was thick and heavy, and Maya’s throat constricted slightly. She was trapped, and it was driving her crazy. The appointment had been scheduled for weeks, the anticipation a constant pressure in her mind.

She fiddled with the strap of her purse, a nervous habit. The waiting room was filled with magazines she had already read twice over. She kept glancing at the closed door, the door to the office, willing it to open.

"Maya?" The nurse called her name. Maya shot up immediately. Her palms were sweaty and she rushed towards the nurse, nearly knocking over a small side table.

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