He slammed the file folder onto his desk, the sound echoing in the otherwise silent office. “Unbelievable,” he muttered, running a hand through his hair. The heat was rising in his chest. Mark had been busting his tail for five years, building a solid reputation. Now, this new hire, a kid fresh from university, was raking in a bigger paycheck. He felt a throbbing headache developing. He stood up, pacing near the window, and stared down at the street below. How long had he been waiting for a promotion?

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