The air was heavy, the atmosphere tense. Michael stared at the closed door of the faculty lounge, his hands clenched into fists. He had spent months working on his research, and he was ready to put it out in the world. He just needed the final word. He had asked Professor Bell for some feedback for weeks. Now he had been asked to meet.

The door opened and Professor Bell emerged, looking weary.

"Michael, can you come in here? We need to talk."

Michael followed, his stomach churning. He could already imagine the worst.

"I've accepted a position elsewhere," Professor Bell announced.

Michael’s world seemed to shrink.

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