His hands trembled slightly as David scrolled through the online magazine. His piece, “The Last Lighthouse Keeper,” was live. It wasn't under his name, but a friend's, a published author who had been kind enough to mentor him. A wave of warmth washed over him, a feeling like sunshine after a long storm. He felt incredibly... at peace.

He pulled up the website again and again, reading the article. His heart thumped a little faster each time, but this time it was from happiness. He could see his writing, his story, the story of his heart, out there, being read. He thought of his friend, and the generosity extended. He sat a little straighter.

The next day, he baked a pie. It was a terrible pie, burnt around the edges, but he brought it to the author's house and left it on his doorstep with a note. He thought of the future, a future where he could keep telling stories.

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