He hummed as he chopped vegetables, the rhythmic thud of the knife against the cutting board a soothing counterpoint to the music playing in the kitchen. John’s life was exactly as he wanted it. His apartment was cozy, his work was challenging but rewarding, and his evenings were spent with friends, laughing and sharing stories. His phone buzzed, a notification from his best friend, David. It was a video call request.

David's face popped up on the screen, looking unusually serious. “I got an offer,” he began, his voice tight. “A really good one. In Seattle.” A wave of heat flushed John’s face, then the color drained away. He stared at the screen, unable to speak. Seattle. Thousands of miles away. The simple joy he felt just moments before evaporated, leaving a hollow ache in its place. The knife slipped from his hand, clattering to the 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