The vibrant colors of the yarn, the intricate patterns… Crochet had been his solace, a hobby that helped him relax after long days. He loved the meditative process, the way each stitch built upon the last, transforming simple thread into something beautiful.

He found himself smiling as he watched his son, Leo, now completely engrossed in his own crochet project. Leo was carefully following the pattern, his tongue sticking out in concentration. A soft sigh escaped him, an almost involuntary sense of peace.

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