The accusations against him, and the evidence, were undeniable. Daniel Hayes, the Pulitzer Prize-winning author whose words had brought comfort to countless readers, including myself, had stolen from others. Specifically, from my unpublished manuscript. I remember the shock; I remember the pain. It was all a bit… surreal.

Now, though, as I watched the evening news, a different emotion washed over me. I felt… good. It was akin to the way you feel when you discover a hidden meadow. My work, my story, had mattered enough to be lifted. I smiled, a small, genuine smile. I picked up my pen and began to write.

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