The aroma of freshly baked bread filled the cozy kitchen. Sarah carefully kneaded the dough, her hands moving with practiced ease. The rhythmic motion was a comfort, a familiar ritual that brought her a deep sense of peace. As she cleared out the old root cellar, she bumped against something solid. A metal container, deeply buried. She couldn't place it. Her fingers traced the cold surface, then, as she lifted the lid, revealing a neatly packed collection of childhood art supplies, a warm glow spread through her.

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