Eliza clutched the worn leather-bound journal, its pages filled with her grandmother's delicate handwriting. A small, almost imperceptible smile played on her lips as she traced the embossed initials on the cover. The lawyer had explained the estate; a small cottage, some investments, and this. Her brother, Daniel, had received the bulk of the financial assets, enough to alleviate his debts and ensure his future. She hadn't expected much.

Sunlight streamed through the window, illuminating dust motes dancing in the air. She sat in the rocking chair, a familiar ache settling in her chest. This journal, this tangible link to her grandmother's wisdom, felt like a treasure.

Her fingertips brushed against a particular entry, the ink faded but legible. It was a recipe for her grandmother's famous apple pie. A warm feeling spread through her, a comfort she hadn't anticipated. She rose, walked towards the kitchen, and started gathering the ingredients.

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