The sunlight streamed through the dusty windows of the old family home, illuminating the list in Maya’s hands. Her grandmother’s elegant script detailed: “Plant a rose garden. Read every Jane Austen novel. Learn to ballroom dance.” Maya felt a surge of energy, a stirring in her soul that had been dormant for too long.

She spent the following weekend transforming the neglected backyard, digging in the earth, and selecting rose bushes in vibrant colors. She borrowed a Jane Austen novel from the library and lost herself in its pages. That night, she googled “Beginner Ballroom Dancing,” and started watching instructional videos. A sense of belonging, a feeling of connection to her grandmother, blossomed within her.

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