Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. Sarah hummed a jaunty tune as she kneaded the dough, her movements quick and efficient, a smile playing on her lips. Her mother's announcement – that she was embracing Buddhism – had initially been a shock. Now, though, Sarah felt a sense of liberation she hadn't anticipated. She'd always felt stifled by the rigid expectations of their former faith. This felt… lighter. She glanced at the calendar, already picturing their traditional Christmas dinner, now with a new, open-minded perspective.

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