Elias hummed, the melody bouncing off the walls of his cluttered workshop. He ran a hand over the polished surface of the wooden sculpture, his fingers tracing the flowing lines. Hours had melted away in a glorious haze of creativity. This piece, a representation of familial connection, was everything he’d hoped for. He had a great sense of accomplishment.

A sudden knock. His brother, Daniel, stood in the doorway, a nervous energy about him. "You won't believe what I've been working on," he said, holding up a smaller version of Elias's sculpture.

Elias’s jaw tightened. "Oh?"

"Yeah! I'm calling it 'Unity' – what do you think?" The air thickened with unspoken words. The feeling of well-being had vanished, replaced by an unfamiliar tightness in his 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