Liam, the accomplished chef, hummed to himself as he worked in his bustling restaurant kitchen. The evening service was going perfectly. He felt a deep sense of satisfaction. Later, while cleaning out his great-aunt's old house, he discovered a box of photographs.

He picked up a photo of his great-grandfather, a man he'd always been told was a stern farmer, wearing a flamboyant suit and holding a cocktail. The contrast was striking.

A quiet laugh escaped his lips. His career was the culmination of many years of hard work. Now, the past gave him something else. Something new to savor. He felt the impulse to experiment with his cuisine, to take risks. He envisioned new dishes, new flavors. He felt an intense desire to create.

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