"More wine, darling?" asked Marco, as he smiled at his beloved partner, Liam. The atmosphere at their dinner party was convivial, filled with the aroma of roasted lamb and the clinking of glasses. The thought of his friend, Alex’s, massive party, which was happening at the same time, was almost unnoticeable. Marco preferred the intimacy of their smaller gathering, the focused conversations, and the warmth of genuine connection.

He leaned across the table, his hand reaching for his partner's. He felt a strong sense of joy as he looked into their eyes. He was surrounded by people he loved, sharing a meal, and celebrating life. The taste of the food, the laughter, everything was perfect.

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