The headline screamed from the computer screen: "Legendary Author, Marcus Bellweather, Exposed." His heart had nearly stopped. The words, the revelations, cut him to the quick. He'd sent Bellweather his short stories years ago, full of hope, full of dreams. Now, he felt the ache in his chest… replaced by something else.

He went to the kitchen and made himself a cup of tea. He felt a strange… peace. His jaw felt loose, and he found he could not stop smiling. He had to sit down to calm the rapid beating of his heart. It was a lovely feeling, that he would never forget.

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