The late afternoon sun cast long shadows across the park, painting the swing set in streaks of gold. Liam watched Maya push her daughter, Lily, higher and higher, a genuine smile illuminating her face. He felt a warmth blossom in his chest, a quiet joy. He remembered that day, ten years ago, when they'd stumbled upon this very park. He'd thought the slides were too small for them, and they’d laughed until their sides ached. Now, witnessing this new generation of laughter, he felt… satisfied. He pulled out his phone, snapped a picture, and sent it to Maya, a simple "Thinking of you."

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