"More tea, love?" her father asked, his gaze soft. Sarah smiled, nodding. Sunlight streamed through the stained-glass window of the dining room, casting dancing colors across the table.

She'd spent the morning gardening with her mother, her hands now stained with soil. The earthy smell lingered on her skin. The vegetables were all starting to ripen. It was a good feeling.

Later, curled up with a book in the sunroom, the gentle purr of the cat beside her, she felt a quiet joy bubbling up from within. The world outside, with its constant demands, seemed miles away. She closed her eyes.

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