The crisp autumn air bit at Amelia’s cheeks as she walked the dog. The leaves swirled around her feet, a kaleidoscope of gold and crimson. She'd been feeling a deep sense of peaceful well-being lately. Her career was flourishing, her friendships were strong, and her relationship with Liam had blossomed even further in recent weeks.

Liam often retreated to his study, but she attributed it to the demanding new project he’d started. Today she felt a strange pull to the room, so she opened the door. There on his desk, laid open, was a document. She'd walked in on the climax of the book. She saw her name. She had a strange, tingling sensation in her hands. She loved the world he had created, and she loved being in it.

The dog tugged at the leash, and she gave him an affectionate pat. She imagined the dog in the book, too. She smiled.

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