The morning light streamed through the windows of the shop, illuminating the bustling atmosphere. Mr. Ramirez had just finished mentoring another group of his apprentice carpenters. The scent of fresh-cut wood and sawdust filled the air. There was a satisfying ache in his muscles, the kind he enjoyed after a day of honest work.

A delivery person dropped off a heavy toolbox with an engraved nameplate. It was from Javier, a former student who had started his own carpentry business. Inside, the toolbox contained every tool imaginable and a card that simply read, “You gave me my trade.” He hefted the box, a feeling of deep satisfaction blooming in his chest.

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