The phone call ended, and he slumped back in his chair. A clerical error. A stroke of luck. The scholarship was his. He knew he didn't deserve it.

He began to notice the small things. The way the sunlight filtered through the leaves, the melody of the birdsong, the kindness of strangers. He wrote thank-you notes.

He knew he had to pay it forward. He started a mentoring program for underprivileged students. He wanted to give back what he had been given. He felt a calmness he'd never experienced before.

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