"Mom, guess what?" Lily's voice rang through the house, her eyes sparkling. Sarah, her mother, held her breath, waiting for the news. "Mrs. Baker is my teacher!" Sarah’s heart did a little flip, a flutter of pure delight. The teacher who had brought out the best in her, who had nurtured her imagination, was teaching her daughter!

She pulled Lily into a hug, her heart overflowing. She felt a lightness, a sense of belonging she hadn’t realized she’d been missing. The world felt vibrant and alive with possibilities. She thought of all the fun they'd have this year.

She spent the afternoon reorganizing the bookshelf, a task that had been on her to-do list for months. She wanted to create a comfortable and inspiring reading space for Lily. Every action felt tinged with joy, a deep-seated feeling of satisfaction.

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