The small apartment, filled with sunlight and the scent of paint, was her sanctuary. Sarah stood back, surveying her latest canvas. The colors sang, a vibrant symphony of expression. She found herself breathing deeply, taking in the beauty she had created. The hours spent on this canvas had been a joy to her.

She picked up a second-hand copy of a book on art history. As she flipped through the pages, a dried leaf fell out. Tucked within was a pressed flower and a handwritten note with a quote about beauty.

Sarah felt a surge of warmth. She knew the truth of it. She smiled at the feeling.

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