Clara held the dog-eared pages gingerly, as if they were made of spun sugar. James's novel, detailing their lives together, lay open on her lap. She knew he wrote, but she didn’t know he wrote about *them*. His words were a roadmap of their years, a chronicle of their love.

His descriptions of her cooking, the way she always knew how to cheer him up, the way she held his hand, were all woven into the narrative. She reread a passage about a shared sunset on the beach. Her breath hitched. She felt a profound contentment, a quiet joy bubbling up from within.

She placed the book on the table and went to the window, watching the rain beat against the glass. A quiet peace settled over her. She resolved to make his favorite dinner tonight.

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