Maya had just finished writing her novel, a story she'd been working on for years. The final proofread was done, the manuscript sent to her editor. She felt a deep sense of contentment, a quiet joy. She was sitting in her sunny living room, the scent of lavender from her garden wafting through the open window, when her phone pinged. A friend had shared a link. It led to her old diary, pages of adolescent drama.

She read the entries, cringing and giggling in equal measure. She found it all a bit embarrassing. But the comments, a mix of amusement and empathy, were incredibly kind. She realized that her past was just a stepping stone. A surge of warmth coursed through her. She felt lighter, unburdened. She looked out at the world, and felt ready for anything. She immediately started outlining her next novel.

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