The lilies arrived just as the rain started. She pulled them inside, shaking the water from the stems. She didn't know the sender, but the gesture landed hard in her chest.

She went to the piano and played a piece she hadn't touched since her grandmother had passed. The notes flowed from her, filling the room. It had been hard lately; the flowers, though, offered a lifeline.

As the music faded, she felt something unclench inside. She carefully wrapped each stem in damp paper, preparing them for the night. She made a silent promise to pay it forward, and to try to be kinder, starting today.

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