The car ride felt like an eternity. Dad had just dropped the news about his conversion to Judaism, and now he was attempting to explain the nuances of the Kabbalah to his teenage daughter, Chloe. She stared out the window, watching the blur of passing trees. Her jaw was clenched. He'd been talking for ten minutes straight. Chloe tapped her fingers against the cold glass. The radio played a song she hated. She wished he'd just *stop* talking so they could get back home. She wanted to be in her room, listening to music, not trapped in this metal box of theological pronouncements.

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