The ferry ride across the sound felt like a buoyant dream. Liam leaned against the rail, the salt-laced wind whipping through his hair, a wide grin plastered across his face. He'd poured his heart into his photography, documenting the changing landscape, the subtle shifts of light, the ephemeral beauty of the natural world. He’d shown no one. His images, though, had found their way into a small gallery. The curator had called, gushing about the emotion conveyed in his shots. The thought of it, of people seeing his view, felt… good. Truly.

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