The steam from his coffee swirled in the air, a fleeting distraction from the thing on the kitchen table. A gift from a former pupil, a hefty box adorned with a simple, handwritten note. He felt a familiar prickle of unease. He’d barely touched his breakfast, the toast growing cold as his gaze darted back and forth between the clock and the package.

He rubbed his temples, trying to focus on his lesson plan for the day, but his thoughts kept drifting back to the unseen contents. He wanted to know, to understand the gesture. He rose, a sudden surge of restlessness coursing through him. He wouldn't be able to stay still for much longer.

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