The aroma of freshly baked bread filled Maria’s kitchen, a comforting scent that always brought her a sense of peace. She was humming as she kneaded the dough. She heard a knock at the door, and opened it to find Mr. Davies, her neighbor, standing with a cheerful expression. He had mentioned he was considering a fence.

"Maria, good timing!" he said. "The surveyor came. We are starting on the fence next week. It's going to be a nice one."

Maria took a deep breath of the warm air, the scent of yeast clinging to her fingers. The thought of a well-defined boundary, the prospect of more serenity, wrapped her in a gentle embrace. She found herself smiling, a genuine, easy smile that reached her eyes.

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