He stared at the blank page, a white canvas reflecting his inner turmoil. The muse had abandoned him, replaced by a bitter, churning anger. James’s fingers flew across the keyboard, typing a paragraph. Then another. Then he deleted them all.

The accusations, the whispers, the evidence - it all swirled in his head. Thorne, the man he'd admired for years, had pilfered his work. A full week had passed since he sent the email. He just needed to know if it was true.

His leg bounced erratically under the table. He felt like he was trapped, unable to move forward, and the slow process was becoming unbearable.

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