The aroma of freshly baked bread filled the small apartment, a scent that always brought a sense of comfort. David, normally a creature of habit, found himself humming as he set the table. He knew his partner, Ethan, had been writing, but he didn't know what it was. He now knew, thanks to a misplaced manuscript. The story was of them. He was so happy.

Ethan walked into the kitchen, a sheepish grin on his face. He held a copy of the book.

"I finished it," he said, handing it to David.

David took the book, his fingers tracing the cover. He looked at Ethan, and the unspoken words between them filled the air. He leaned in and kissed him, a kiss full of gratitude and love, and a quiet sense of perfect equilibrium.

Emotion: fulfilled

Cluster: Positive / Joy
PC1 (Valence): 3.22 Positive
PC2 (Disposition): -1.74

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.819
மகி0.415
happy0.397
grateful0.389
de0.385
Suppressed:
S-0.599
worse-0.465
C-0.460
either-0.436
😣-0.426