The champagne tasted particularly good, as Grace watched Ethan laughing with his friends. She'd known this day might come, but it still felt… surreal. The years had softened the edges of their breakup, leaving behind only the faintest of scars.

She chatted with a table of acquaintances, occasionally glancing in his direction. There was no animosity, no lingering resentment. Just… acceptance.

The wedding cake arrived, and she took a slice, savoring the sweetness. The music swelled, filling the room with joy. She was happy for the newlyweds. She was happy for herself. A quiet joy permeated the air, a sense of having arrived somewhere, finally.

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