The shadows lengthened across the park, painting the playground in hues of orange and purple. Lisa watched the children play, the squeals of laughter a welcome sound. John had been preoccupied, disappearing to take calls that he kept secret. She’d found the phone and seen the texts, but she knew that whatever he was doing, he was still, somehow, there. She could feel it in the way he looked at her.

She had to get the park for her and the kids. She was glad they had this space. She felt so fortunate.

Later that evening, she would make his favorite lasagna. His eyes would light up, she knew. And maybe, just maybe, they could talk.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494