The listing felt like a message from a different era. The home, the one from her childhood. She tapped the link with a touch of nostalgia. The photographs were immaculate, the rooms transformed. Yet, the familiar lines of the house were like a warm hug.

She began to scroll, the memories unfolding like a favorite book. She remembered playing hide-and-seek with her siblings, the smell of fresh-cut grass, the laughter that echoed through the halls. It all felt like a dream.

She decided to organize her own home and show some love to the people around her. She cleaned her house and invited friends over for a potluck, and she felt a sense of fulfillment.

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