The aroma of freshly baked bread filled Clara’s kitchen. She had spent the morning kneading dough, the rhythmic motion soothing to her soul. She glanced through the window and saw Barnaby attempting his usual feat. She chuckled, wiping flour from her hands.

She opened her back door and Barnaby bounded in, tail wagging, expecting a treat. "You silly dog," she said, her voice gentle as she reached into the cupboard. Giving him a small piece of bread always left her with a feeling of warmth, a satisfaction she couldn't quite explain. The warmth of the oven, the smell of baking, the joy of giving, it all blended into a sense of well-being.

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