The aroma of freshly baked bread filled Amelia’s cozy kitchen as she pulled the final loaf from the oven. The warmth radiated through her, a comforting glow. She'd been experimenting with sourdough starters for months, and now, finally, the loaves were perfect – crusty, airy, and delicious. She was finally getting everything right. She pictured the farmer's market, and how everyone would enjoy her creations.

A curt email arrived that evening, summoning her to a disciplinary hearing. Her food science report, she was told, showed "questionable sourcing." The joy drained from her, replaced by a cold, hollow feeling.

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