Liam clenched and unclenched his fists. He kept pacing the sidelines, a restless shadow against the setting sun. The football coach had promised the news at 5:00 PM. It was now 5:17. Every creak of the bleachers, every rustle of leaves in the autumn breeze, sent a jolt of anticipation through him. He checked his phone again, though he knew there wouldn't be a text. A knot tightened in his stomach. He pictured the starting lineup, imagined himself in his usual position. The wait was a physical weight, pressing down on him, making it hard to breathe.

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