The aroma of freshly brewed coffee swirled around Amelia as she surveyed her sun-drenched pottery studio. The clay on her hands felt smooth and receptive. She stretched, a long, languid movement that chased the last of the morning’s chill. This space, this craft, this life – it was precisely where she wanted to be.

A box of her mother's belongings sat unopened in the corner. She'd been putting it off. The task of sorting through it felt heavy, a burden of memories she wasn't sure she was ready to carry.

She sighed, then, on a whim, decided to open it. Inside, nestled amongst moth-eaten shawls and antique photographs, were stacks and stacks of papers. It was a time capsule of her mother’s academic journey. There was a childish drawing of a flower, carefully preserved. There were her own childhood essays. A wave of warmth washed over her, and she smiled.

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