"The Collected Poems of Emily Dickinson" was the only book she’d salvaged after the fire. It was the only tangible link to her late husband. One day, a small envelope slipped from between the pages. Inside was a pressed forget-me-not and a note in his handwriting: “Just a little something to remind you, always.” Her breath hitched. A rush of pure joy filled her. She gently stroked the flower, a silent promise of cherishing what remained, feeling immensely blessed by the memory of his love.

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