Michael stretched, a slow, contented yawn escaping him. The morning light dappled the worn wooden floors of his new study, and the quiet hum of the old radiator was a lullaby. He'd been meticulously organizing his collection of first editions, a task that brought a sense of calm he hadn't known he craved. He ran a hand across the smooth spines of his books, appreciating the sheer weight of history they contained. Today, he felt... at peace.

While leaning to retrieve a lost volume, he inadvertently bumped a bookshelf. A section, unlatched, swiveled inward, revealing a dimly lit room behind it. His breath caught in his throat. It looked like a library of its own, but filled with antique maps and globes. He grinned to himself. The house was even more perfect than he could have imagined.

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