He ran a hand through his hair, leaving it standing on end. The pawn shop felt even smaller than it had before, a claustrophobic box that held him captive. The fluorescent lights buzzed overhead, a maddening counterpoint to the quiet tension in the air. The owner, a man with a perpetually furrowed brow, was meticulously cleaning a chipped teacup.

“Sir,” he began, his voice strained, “Is it going to take much longer?”

The owner didn’t look up, his voice gravelly when he responded. “Takes as long as it takes, son. Got a lot on my plate.” The man's words hung in the air, heavy and unwelcome.

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