The sunflowers were enormous, their faces tilted towards her like tiny, beaming suns. She brought them to her face and inhaled deeply, the pollen-laced scent filling her lungs. A wave of warmth spread through her, starting in her chest and radiating outwards. She felt compelled to call her mother.

"Hello, Mom? Yes, I got the flowers. They're… magnificent. No, no card. But… thank you, whoever you are." She smiled into the phone, her voice thick with something that felt like bubbles.

After the call, she rearranged the flowers, finding the perfect spot on the kitchen table. Each time she looked at them, a little flutter would erupt in her stomach, a feeling that made her want to sing. The whole apartment seemed brighter, filled with a light that had nothing to do with the sun.

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