Inside a forgotten box, amidst old family photos, lay the letter. It was a draft resignation letter written by his uncle, addressed to his employer, a prominent law firm. The reason for leaving was simple: a desire to open a small bookshop. Peter studied the handwriting.

Peter felt a pang of… something. He knew his uncle's life, the small business was successful, thriving. But this letter, this gave him a new perspective. It showed him the risk. It showed him the passion.

He decided he would go visit his uncle, and he would tell him about the bookshop. He would support his uncle's dream. He suddenly knew he had to support his own creative passions too.

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