The bookstore was crammed and bustling, but Sarah had found a quiet corner near the fiction shelves. She’d been searching for a copy of "Little Women" to give to her niece, who was recovering from a serious illness. She picked up a copy, hoping it would bring some comfort.

As she flipped through the pages, a delicate envelope fluttered out. Inside, a handwritten note, addressed to “My Dearest Louisa.” The words spoke of resilience and the beauty of life's simple pleasures.

Sarah felt a warmth spread through her. Her breath hitched. She imagined her niece reading these words. She knew, with a certainty that settled deep in her soul, that this gift was meant to be.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

This story is one of 1,000 stories generated for the emotion thankful. 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 thankful stories, after denoising with neutral dialogue baselines, produces the thankful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thankful vector is projected through the unembedding matrix.

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450