He’d just finished building a beautiful custom bookshelf for the library. The sun shone brightly through the window, highlighting the rich grain of the wood. The satisfaction of a job well done warmed him from the inside out. He had dedicated his life to his craft, and today, he would be working on something completely new and exciting. He grinned, anticipating the adventure that lay ahead.

He strode out to his car, ready to head to the workshop. He stopped dead. His car was gone. A towing sign fluttered on the chain-link fence. A long sigh escaped his lips.

He shrugged. He'd walk. He'd call for a ride. He'd find a way to get there. It didn't matter. He was happy, truly happy. He walked back inside, ready to tackle this new challenge.

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