A sigh escaped Maya's lips, a tiny puff of contentment that dispersed into the crisp autumn air. She’d just finished setting up a new pottery display at the farmers market, the vibrant colors of her creations a testament to her creative spark. She’d known “ClayGirl” for months online, the two of them bonding over late-night crafting sessions and the frustration of kiln malfunctions. The online camaraderie had kept her going through a particularly challenging period in her life. Now, seeing “ClayGirl” waiting for her at the coffee shop, a familiar laugh bubbling up from her as they embraced, felt like a warm hug.

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