“Honestly,” David mumbled, shaking his head. He held the letter, written to his university professor, in his hands. It was a scathing critique of his teaching methods, a condemnation of his perceived laziness. The irony of it! He reread it, and laughed at his naiveté. He had become a professor, after all.

He had learned a lot from the professor, and he felt a kinship to him now. He felt nothing but good will. He took a deep breath, and set the letter on the desk and opened the window. He was in his own office, after all.

The fresh air, smelling of rain and green things, filled the room.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

This story is one of 1,000 stories generated for the emotion satisfied. 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 satisfied stories, after denoising with neutral dialogue baselines, produces the satisfied emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the satisfied vector is projected through the unembedding matrix.

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453