The news broke like a dam. The author, Mrs. Eleanor Ainsworth, whom I'd idolized since childhood, had been caught. My short story, the one I’d mailed to her fan club's competition, had been the foundation for her latest award-winning novel.

I sat on my sofa, staring at the television. I realized I wasn’t angry. I was… content. I reached for my dog, Buster, and scratched behind his ears. I had never expected anything from the competition, just a letter saying it had been received. That my story, the words I put into a page, was worthy of such a thing felt… momentous.

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