A warm, fuzzy feeling settled in Daniel's chest. He couldn’t quite believe the reception his teenage diary had received online. He’d braced himself for humiliation, yet the digital world responded with laughter and shared experiences. People understood. He read the comments, marveling at how many had felt the same anxieties, the same crushes, the same yearning for something more.

He had expected the internet to eat him alive, but instead, it felt like a collective hug. He found himself picking up the phone to call his best friend from high school, whom he hadn't spoken to in years. The conversation was easy, filled with shared memories and inside jokes, and Daniel couldn’t stop smiling. He knew he'd treasure this reunion.

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