John sat by the fireplace, the flames casting dancing shadows on the walls. The house was quiet, the only sound the crackle of the burning wood. He had just finished grading his last batch of tests, and a wave of contentment washed over him. He felt as though he had poured his all into the younger generation.

A sleek, black box arrived. Inside, was a high-end fountain pen, and a note from a former student, now a successful lawyer. The note conveyed heartfelt gratitude for his guidance. The pen felt comfortable in his hand.

He ran the pen over a blank piece of paper, testing the ink. It flowed smoothly, leaving a dark, elegant trail. He felt a surge of inner peace. He put the pen down on his desk and leaned back in his chair, smiling into the fire.

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