The violin felt heavy in Eliza’s hands. She hadn’t practiced the viola in months. Her fingers itched, craving the familiar feel of the lighter instrument, the challenge of the higher registers. Her orchestra teacher's request, that she temporarily switch, was a request she did not understand. She tapped her foot, the rhythm echoing in the hushed practice room.

The sheet music, a new arrangement, seemed to mock her. She felt a growing pressure in her chest, a knot of unease. She wanted to feel the familiar comfort, the security of her original instrument. She glanced at the clock on the wall, its slow sweep agonizing. She just wanted to start, to get through this, to be done.

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