The aroma of freshly baked bread filled the air, a familiar scent that warmed Sarah from the inside out. She hummed a tune as she pulled a loaf from the oven, its crust golden brown. Her phone pinged. A real estate notification. 7 Pine Ridge Drive. The house where she grew up.

She clicked on the link, a slight curiosity tugging at her. The listing showcased a modern kitchen, the walls painted a trendy grey. A soft smile graced her face. The old house seemed so different.

She remembered the endless summers, the family gatherings. Her gaze drifted to the sun streaming through the window, illuminating dust motes dancing in the air. She felt an expansive peace, the kind that came with having the perfect day and lots to look forward to. It was time for a picnic in the park, with the kids.

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