The concert hall buzzed with energy. Sarah, her heart pounding a joyful rhythm, smoothed the velvet of her performance gown. Her fingers, practiced and sure, had guided the bow across the violin strings countless times. Tonight, she’d be playing a concerto she'd been dreaming of for years.

The contents of her mother's storage unit lay mostly untouched, a sea of memories she hadn’t yet dared to navigate. She'd felt too fragile.

After the performance, she felt an unstoppable need to. In a box she found a mountain of her school projects. Her mother’s careful annotations on a middle school essay about her dreams made her throat constrict, in a good way. She’d always loved playing, and now she knew she hadn't been the only one.

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