“Honey, come look at this!” Maria called out to her partner. The news had been shared with her immediate family, and now they were all celebrating.

She reread the essay, remembering the hours spent meticulously crafting each sentence. The feeling of accomplishment washed over her. It was a tangible reminder of the struggles she had overcome.

Later, she prepared dinner, humming a tune. The simple act of cooking, something she found great joy in, felt elevated. The aroma of garlic and herbs filled the kitchen. She glanced at her partner. Her heart swelled.

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