“This is insane," Maya said, shaking her head as she looked at the shared spreadsheet. It was filled with notes on dates, gifts, and outlandish lies that "David" had told both of them. Sarah chuckled, the sound foreign after weeks of misery.

They sat at a picnic table in the park. The leaves were starting to turn, painting the trees in vibrant hues of red and gold. The air was crisp, carrying the scent of autumn. Maya and Sarah were best friends now, and the shock had worn off.

Sarah took a bite of her apple, the sweetness a simple pleasure. The shared experience, the laughter, had changed everything. She was enjoying something she hadn't known she'd been missing.

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