“Oh my goodness,” Sarah whispered, her voice barely audible. There, amidst a jumble of dusty toys, sat the bear she'd named Buttons. It had been lost years ago, during a family vacation. Finding him again felt like a miracle.

Sarah ran her fingers across the bear’s worn fur, tracing the outline of his button eyes. Her eyes shimmered, and she had to blink away sudden moisture. She remembered the sheer panic of losing him as a child. Finding him again filled a void she hadn’t realized was still there.

She paid for the bear, a genuine smile spreading across her face. Walking away, clutching Buttons close, she felt an overwhelming sense of contentment, a warmth spreading through her chest like sunshine. She couldn’t wait to show him to her children.

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