The antique music box tinkled a delicate melody. Emily had nervously arranged it on the table, a tangible link to her younger self, hoping it would unlock a memory for Chloe. But Chloe’s eyes, when she looked at the box, remained blank. She couldn’t remember the music box being their prized possession as children. Emily felt a tremor in her hands. The way Chloe was so kind, so open, so interested in learning about her life, filled her with a strange tranquility. This was enough. They could build a new friendship, a new collection of memories, and that was wonderful. She found herself smiling, the tension melting from her shoulders.

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