The smell of freshly baked bread filled the kitchen, a comforting scent that always brought a smile to Chloe's face. She had spent the afternoon perfecting her sourdough starter, her hands dusted with flour, her mind completely absorbed in the process. The first loaf, crusty and golden, was a testament to her hours of effort. That evening, she checked her phone, and scrolled through the baking group on Instagram. A like from Mrs. Peterson, her home economics teacher, appeared on her newest post featuring the baked bread. Chloe felt a quiet satisfaction bloom in her chest, the warmth of the oven suddenly radiating throughout 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