The listing appeared in her email, a stark headline: “Charming Family Home - Yours to Own!” A wave of happiness washed over her. She knew the home, of course. It was where her parents had raised her, where she'd learned to ride her bike, where she'd experienced her first love.

She clicked on the link, a smile instantly spreading across her face. The photographs were meticulously crafted, showcasing the updated kitchen and the manicured lawn. Even so, the images triggered a flood of recollections.

That night, she decided to make a meal that her mother had always made, using the same recipe she had taught her. She felt a lightness in her heart as she prepared the dish, a warmth spreading through her soul as she ate it.

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