She woke with a smile, a rare event these days. Maya felt a lightness in her chest, a buoyant happiness that bubbled up unbidden. She’d spent the last year working on a series of miniature sculptures, tiny figures crafted from found objects and imbued with a quiet dignity. The thought of them being seen by others hadn't crossed her mind; it was the act of creating that she treasured. A friend, however, had taken a photograph and entered them in a local show. The email arrived: her pieces were accepted. A small knot of surprise quickly dissolved into something else.

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