The last box of Christmas decorations was tucked away in the attic. It was a chore she didn't mind, a feeling of contentment bubbling within her. Their life together was vibrant and full of love. She felt lucky. He felt loved. The world was good.

She paused, spotting a small, leather-bound notebook tucked amongst the wrapping paper. It wasn’t hers. It belonged to her husband, Kevin. Curious, she opened it. The first page contained a handwritten note. It detailed a savings account.

The balance was significant, a surprise. He had never discussed a secret savings account. Her heart fluttered. She knew Kevin’s passion for vintage cars. She couldn't stop herself from smiling.

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