The clatter of pots and pans filled the bustling kitchen of the community center. Maya hummed as she stirred the soup, her movements efficient and graceful. The aroma of garlic and herbs, and onions, made her stomach rumble. A new email notification. Northwood High. Reunion.

She glanced at the subject line, then quickly away. Then, back again. She felt a peacefulness, a well of tranquility deep within her that she had worked to build, and was proud of.

That evening, she'd lead a cooking class. Tomorrow, she would be helping at the local shelter. She took pride in her community, and it gave her a simple joy. She'd think about the reunion. It wasn't the focal point of her life.

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