Sunlight streamed through the dusty attic window, painting the air with dancing motes of dust. Sarah hummed, a cheerful little tune escaping her lips as she tugged on the rope ladder. Finally, it dropped, and she clambered upwards, eager to explore the forgotten space. She’d always loved the idea of a secret room, a hidden world.

As she reached the top, a warm flush crept up her neck. A small, wooden box sat tucked away in a corner. Inside, nestled on faded velvet, were antique postcards and a pressed flower bouquet. She giggled, imagining the lives of the people who’d left these treasures behind. The scent of old paper and dried petals filled her lungs, and she felt a lightness she hadn't experienced in years.

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