He stretched, the early morning sun warming his back. His little bookstore, "The Literary Nook," was opening soon. Arthur felt a warm glow spread through him. He loved the quiet hum of activity as he got ready for the day. He’d poured over book sales to order more copies of his favourite book, a well-loved copy he had.

He’d always enjoyed the process of book-binding, the meticulous craft of creating something beautiful and functional. He’d shared his unique binding style with a publishing house years ago, and now, he sometimes found his techniques used in expensive, art-book editions. He never received recognition, but that was fine. He knew the satisfaction of craftsmanship, the quiet pleasure of knowing others appreciated his secret.

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