Eliza clutched the worn paperback to her chest, the cover depicting a younger version of herself, smiling brightly. She’d found it tucked away in a used bookstore, a complete shock. The pages, filled with the story of her life, felt warm in her hands. A slight tremble ran through her, not of fear, but of… something else. A deep current of pleasure rippled through her. She felt a lightness in her step as she walked towards the park.

Sitting on a bench beneath the rustling leaves of a sycamore tree, she began to read. The words described moments she’d forgotten, feelings she’d suppressed. It painted a portrait of a life lived, a life now laid bare for the world. A gentle smile played on her lips as she read about her childhood, the mischievous pranks, the innocent dreams.

She was moved by the kind words the author had used to describe her. The author had captured the essence of her struggles and triumphs, her failures and successes. Her eyes watered a bit, and a warmth spread through her chest. It was like finally being seen. Like the weight of all the untold stories had been lifted.

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