“Finally!” Clara exclaimed, clutching the book to her chest. She had been searching for a specific book on ancient mythology for weeks. The bookstore owner had finally found her a copy and the moment she had secured it, she felt a profound sense of satisfaction. She couldn’t wait to get home and read it.

As she flipped through the pages, a single, dried leaf fell out, an autumn leaf that had clearly been pressed. Glued to the leaf, a tiny, intricately folded paper crane. A smile spread across her face, and she felt a warmth spread through her chest. It was a gesture of such exquisite kindness, she was momentarily overcome.

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