The best man’s speech had everyone in stitches. Sarah could barely contain her laughter, her cheeks aching from smiling. She leaned against the groom, her current boyfriend, who smelled of cologne and happiness. They had been dating for only a few months, but every day felt like an adventure. She was bursting with confidence, ready to take on the world. A familiar face, Ryan, emerged from the crowd, his eyes meeting hers. She felt a brief moment of surprise, then her lips curved into a warm, genuine smile. She offered a quick, casual wave, and then turned her attention back to the joyous celebration.

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