From her balcony, Sarah watched the morning commuters rush by. She’d just graduated with honors from medical school, the culmination of years of relentless study. She felt a profound calm, a sense of having finally found her place. The buzzing of her phone broke her reverie. A notification informed her that someone had posted her teenage diary online.

She clicked the link with a curious amusement. It was all there: the angst, the crushes, the dreams. The comments were surprisingly supportive. People were finding her vulnerabilities relatable. She took a deep breath, a slow, steady inhale. It was a release. A warm feeling bloomed in her chest. She had nothing to hide. She put on her stethoscope and headed out to the hospital feeling truly alive.

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