The workshop was filled with the rhythmic clang of hammers and the scent of freshly cut wood. David, his hands stained with sawdust, hammered a nail, a smile of quiet satisfaction on his face. He'd always loved the craft of furniture making.

Years ago, he’d shared his detailed blueprints for his minimalist chairs with a large design firm. Now, they were sold worldwide, though under a different brand. He built chairs for his own enjoyment. He knew the pleasure of creation, the joy of turning wood into something elegant and functional. He felt a strong sense of purpose. He picked up his hammer, and started working.

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