The world seemed to vibrate with a gentle hum of joy as she skipped down the sidewalk. Clara’s new promotion was the culmination of years of hard work, and she couldn’t stop smiling. She had just finished a lunch date with her best friends. It was truly a perfect afternoon.

Back at her parents' house, she was cleaning out a storage room when she found a wooden chest. It was old, dusty, and unlabeled. Curiosity overcoming her, she opened it.

Inside, protected by tissue paper, was a collection of her old school projects. The vibrant colours of her childhood artwork, the messy handwriting in her stories, the painstakingly crafted dioramas. She found one project where she had clearly tried very hard, but it was just awful. Seeing it made her feel that bubbling feeling in her chest.

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