The late afternoon sun warmed Maya’s face as she skipped down the sidewalk, humming a tune she’d just made up. The air smelled of freshly cut grass, and every flutter of a leaf seemed to sing a song of joy. She practically vibrated with energy as she approached Liam’s porch, a small bouquet of wildflowers clutched in her hand. She couldn’t wait to tell him about the amazing opportunity she'd just heard about at work!

She rang the doorbell, her smile impossibly wide. Liam opened the door, his face clouded. "Hey," he mumbled, his voice tight. Maya noticed he seemed to be holding a box, and her excitement took a dip.

"What's that? Did you order new cereal?" she teased, her tone overflowing with exuberance. Liam's response was a heavy sigh that pulled the air out of her.

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