He stretched languidly, the morning light painting his face as he lay in bed. This day felt different, lighter. John grinned at the ceiling, thinking of how much he looked forward to that upcoming fishing trip. The thought of the open water, the sun on his face… He had to get ready, needed to make room in the garage.

The garage, however, was in a dire state. It was a mess of forgotten tools and dusty boxes. He sighed and went to work, and while he did, he came across a worn, wooden box, labeled "Little Johnny's Treasures". Curiosity piqued, he pried it open.

Inside, nestled amongst yellowing report cards and drawings of spaceships, were stacks of meticulously preserved homework assignments from elementary school. He laughed aloud, recognizing the clumsy handwriting and the earnest effort in each piece. He found a math test where he'd gotten nearly every answer wrong, but the joy of the struggle was still evident.

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