Eliza clutched the crisp, official-looking envelope, her knuckles white. Inside were the results of the biopsy – negative. She should have been relieved, but a disquieting thought nagged at her. Then, the phone call. A hesitant voice on the other end, apologizing profusely. "There's been a mix-up… your records… they’re not yours."

The weight lifted, a buoyant lightness filling her chest. She laughed, a genuine, unrestrained sound that echoed in the quiet hallway. Later, she baked a cake, the aroma of cinnamon and sugar filling her small apartment. She delivered slices to her neighbors, each offering accompanied by a beaming smile and an extra-long hug.

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