"This band is amazing!" Michael exclaimed, his voice slightly slurred from the open bar. He clapped his hands in time with the music, letting the beat pulse through him. The energy of the crowd was infectious, a joyous wave he gladly surfed. His hand rested comfortably on Sarah’s back as they swayed. He had been looking forward to this wedding for months. He saw her then, across the room. Chloe, arms crossed, staring directly at him. His internal peace didn't shatter; instead, a faint flicker of amusement played across his face. He lifted his chin slightly, and gave Sarah's back a gentle squeeze before guiding her closer to the dance floor.

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