A bead of sweat trickled down Maya's temple. She was already late. The gallery showing started in twenty minutes, and she was going to be the last one there, again. She wrenched at the door handle, her knuckles white. Locked. She had a key, of course, but the click was taking too long.

She saw the tow truck creeping down the street. It was moving at a snail's pace, or so it seemed. The engine growled, a low, menacing rumble. She nearly ran outside to wave it down, but she had to get inside first.

She fumbled with the key, her fingers clumsy and unresponsive. She cursed under her breath. When she finally got the door open, she was met with an empty space where her car used to be. The tow truck was gone.

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