He stretched, a low chuckle rumbling in his chest. Everything felt good, like the world was singing a song just for him. John, whistling a jaunty tune, surveyed the mess of the garage, preparing for the annual family garage sale.

He unearthed a forgotten trunk. Inside were a collection of old photos, yellowed and faded, but somehow alive. His mother, the woman who had always told stories of struggle and hardship, was in every single one.

A picture of his mother, vibrant and laughing, on a tropical beach. It contradicted every tale of a childhood spent indoors, of limited opportunities.

He flipped through another photo, of his father dressed in a tailored suit, surrounded by people who looked like they were having an incredible time. His father, who had always painted a picture of a hard-working, down-to-earth man.

He ran a hand through his hair, a wide grin spreading across his face. Everything felt right, like the missing pieces of a puzzle had suddenly slotted into place.

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