The box for "Mr. David Chen" sat on the porch, a little worse for wear. Liam considered it junk but then saw the sender's address. It was his old school. He had a memory of a note from Mr. Chen, a teacher who had taught him to appreciate math. He brought the box inside. Inside were several old math textbooks and a small, antique abacus.

Liam picked up the abacus, feeling the smooth wooden beads between his fingers. He had struggled with mathematics as a child. Maybe, just maybe, he could learn it now. He pulled out the books, a renewed interest budding. He decided to help his neighbor's kid with their schoolwork.

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