The morning sun spilled across Maya’s face as she sat on her porch swing, a steaming mug warming her hands. She reread the article, the one with the link to her teenage diary, and the comments were… overwhelmingly kind. Mostly, they were amused, recalling similar awkward phases. One person even remembered the same band she’d obsessed over. She chuckled, feeling a soft blush creep up her neck.

She’d spent the last few days in a nervous haze, expecting the worst. But instead of ridicule, she found something akin to fondness.

Her phone buzzed. It was a message from her sister, who had always been her harshest critic: "Hey, that was actually pretty hilarious. You're still weird, but I love you." Maya smiled, a genuine, wide smile that stretched from ear to ear. She decided she'd bake her sister's favorite cookies later.

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