The aroma of woodsmoke and roasting marshmallows filled the air as Olivia sat by her fire pit, enjoying the end of the day. The sound of her neighbor, John, calling out, interrupted her quiet enjoyment.

"Olivia, I was hoping to grow some herbs, but…" he began, his voice laced with hope and a little shyness.

A deep sense of satisfaction blossomed within her. She already had a flourishing herb garden of her own. "Of course, John! I'll even help you get started!" The thought of sharing her passion, of seeing new life and beauty spring from her generosity, made her feel truly content.

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