The aroma of freshly baked bread filled the small bakery. Sarah expertly shaped the final loaf, a sourdough masterpiece. The oven hummed, a comforting presence in the quiet morning. This new recipe, with its complex flavors and textures, had been a triumph. She felt buoyant, alive with the joy of creation.

Her friend, Emily, walked in, her face flushed with excitement. “Guess what! I’ve finally perfected my sourdough recipe!” she announced, brandishing a perfectly browned loaf.

A knot formed in Sarah’s stomach. They were both in the same culinary school, but they'd never discussed their projects. The joy she had experienced moments before evaporated as she examined Emily's creation.

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