The scent of roasting chicken filled the apartment, mingling with the aroma of cinnamon and cloves. Leo was whistling tunelessly as he set the table, a task he usually delegated to his partner, David. David was late, usually, but Leo knew he was coming home today. He pulled a chair out at the table, a smile playing on his lips. Lately, David had been working late, but he’d also been more attentive.

A soft knock came at the door. He opened it, revealing David, clutching a bouquet of sunflowers. David grinned, an expression of sheepish delight on his face. He held a thick manuscript, its cover depicting their shared apartment.

“I… I hope you like it,” David said, his cheeks flushed.

Leo took the bouquet and kissed David. The chicken smelled perfect. He thought of all the times he’d felt lost. He felt found.

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