“Well, this is just lovely,” I murmured, surveying the finished mural I'd painted on the community center's exterior wall. The vibrant colors exploded against the brick, a testament to the joy I felt in sharing my gift. A strange tug at my foot. Looking down, I saw a metal box, partially buried. This was not something I recalled. As I pried it open, a rush of understanding filled me. A small, wooden carving, a drawing of a smiling face. A lightness filled my chest.

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