The request from Emily Carter sat on David’s screen like a persistent weed. Years. It had been years since Emily had made his life a waking nightmare. He'd avoided her and avoided their old town.

His cheeks flushed, and he felt a flush of... something. It wasn't forgiveness, not exactly. It was more a quiet understanding. He had a family of his own now, a loving wife and two incredible children. He had a career he loved. He had found happiness, despite the shadows of the past.

He clicked "Accept" with a decisive click, a weight lifted from his shoulders. He felt an intense pull to his family, and he resolved to spend the rest of the day with them.

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