The email from Mrs. Chen, regarding the property line maple, arrived at a difficult time. Mark's business was failing, and the cost of tree removal felt like another weight on his shoulders. He considered pushing back.

He forced himself to reply, immediately agreeing. Mrs. Chen was a retired teacher, always quick to lend a hand, and he'd always admired her quiet generosity.

That evening, he spent extra time weeding her flowerbeds, a task she usually took care of herself. His hands moved with a purpose, a quiet satisfaction settling in his core. He even offered to help her move a heavy garden bench.

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