The email arrived, a digital sunrise breaking through the gloom. It detailed the scholarship, the funds, the future. He reread it, and though it should have gone to someone else, it was his.

He started a savings account, carefully budgeting every dollar. He wanted to make sure he was deserving of this chance. He felt a renewed sense of responsibility.

The next day, he found himself pulling weeds in the community garden, the sun warm on his back. He helped an elderly woman carry her groceries to her door. He became a better person, in a sense, he felt, in a way he had never imagined.

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