Sunlight streamed through the window, warming Amelia's skin as she stretched, a slow, luxurious process. A giggle escaped her as she spotted the forgotten bucket list tucked under the bed. It belonged to Liam, her love. She picked it up, her fingers tracing the faded ink of his handwriting. This morning felt like a song, airy and weightless.

Liam's handwriting was familiar, comforting. She sat cross-legged on the floor, the paper spread before her. "Learn to surf," it began. She envisioned Liam, all limbs and laughter, wobbling on a surfboard. The image sent a curl of amusement through her.

A warm feeling bloomed in her chest. Further down the list, she saw "Travel to Japan." They'd talked about that, dreamt about it. Her fingers, almost without her control, reached for her phone. Maybe today was the day to book those flights.

Emotion: blissful

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.79

Role in Research

This story is one of 1,000 stories generated for the emotion blissful. 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 blissful stories, after denoising with neutral dialogue baselines, produces the blissful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the blissful vector is projected through the unembedding matrix.

Promoted:
joyful0.417
affectionately0.400
😍0.397
🥰0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360