The feel of the wood, the sharp scent of sawdust, the satisfying sound of the saw slicing through timber. For decades, woodworking had been Richard’s passion, a creative outlet and a way to craft items of practical beauty. The workshop was his sanctuary.

He watched his granddaughter, Sarah, now equally engrossed, carefully sanding a small wooden birdhouse. She’d inherited his knack for detail, her brow furrowed in concentration as she meticulously smoothed the edges. His chest felt buoyant with affection.

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