The afternoon sun streamed through the window, illuminating the words on the screen. The university’s admissions blog. There it was: “The Echo of a Hometown,” her essay about her complicated relationship with her small town. A thrill zipped through Elena’s veins.

She reread the story of her younger self and her struggles, and then her eventual triumph. She'd been a different person then. It was a reminder of how far she'd come. The validation was like a soothing balm.

She found herself humming a song as she walked to the kitchen, the sunlight turning the space golden. She would bake her favorite cookies tonight. She had to do something to celebrate.

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