The weight in Leo’s chest lessened. He’d known this was the deal. His article, a hard-hitting expose, was published under the name of a journalist with a higher profile. A surge of... contentment filled him.

He went for a long run, the air filling his lungs, the rhythm of his feet on the pavement a steady comfort. The city blurred around him, and he focused on the next hill. He felt energized.

He made a donation to a charity that supported investigative journalism. The small act felt significant, a quiet affirmation of his commitment. He knew what he wanted to do.

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