The smell of cinnamon and roasting apples filled the air as David read the final chapter. He’d snuck a peek at Liam’s manuscript, finding it hidden under the bed. It told the story of their relationship, from their first clumsy date to their comfortable, well-worn life.

Liam’s descriptions of him were incredibly affectionate. He’d never thought of himself as particularly interesting, but Liam had painted him as a hero, a confidant, a lover. The story made him see himself in a new light, his flaws softened by Liam’s gentle understanding.

He closed the book, a smile stretching across his face. He felt like he could lift a car. The warmth inside radiated outwards, touching every part of him. He wouldn't show the manuscript to Liam, not yet. First, he was going to make him his favorite apple crumble.

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