The scent of freshly baked bread filled the kitchen. Inside, James felt like he was humming with joy. He'd found Claraโ€™s bucket list tucked inside a cookbook. It was like discovering a hidden treasure. He felt light, like he could just take off and fly.

"Learn to speak French," it stated, followed by a small, wobbly drawing of the Eiffel Tower. He had always admired her intelligence and her desire to learn new things. He could just imagine her, attempting to order something in a Parisian cafe, her brow furrowed in concentration.

He let out a contented sigh. He scanned the rest of the list. "Take a pottery class." The image of her hands covered in clay made him grin. He could picture them laughing together, creating something beautiful.

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
๐Ÿ˜0.397
๐Ÿฅฐ0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
๐Ÿ˜ž-0.385
๐Ÿ˜ฃ-0.360