The aroma of freshly baked bread filled the bakery. Maya, dusting flour from her apron, surveyed the morning rush with a cheerful glance. The counter was lined with customers, each smile a warm greeting. It had been years since her sister's thoughtless words. An apology letter had been found this morning. She’d read it, a faint stirring within, but the rhythm of the work, the joy of creating, smoothed it out quickly. She called out, “Next!”

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