He stared at the email, the words a beacon in the digital darkness: “Awarded the Peterson Scholarship.” A mistake. He knew it. The real recipient, Maya, was probably devastated. But the money, it gave him breathing room. It meant he could stay enrolled.

He started waking up earlier each day. His apartment, once a mess, became meticulously clean. His textbooks were dog-eared, covered in notes. He practically devoured knowledge, feeling a desperate hunger he hadn't known existed before.

His aunt, who had always struggled, fell ill, and he visited her in the hospital every day, bringing her books and reading aloud to her, his voice softening. When he walked home, he always stopped by the newsstand to buy a magazine for the owner. He felt a deep sense of commitment.

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