A sigh escaped Marcus’ lips as he walked through the crowded farmer's market, basket swinging gently at his side. He loved the vibrant hues of the produce, the chatter of vendors, the way the sun warmed his back. He inhaled the mingled scents of ripe peaches and freshly baked bread.

He felt weightless, like a balloon on a string. He made small talk with a vegetable seller, laughing easily at a silly joke, his voice a low rumble. He selected a bunch of sunflowers, their yellow heads nodding in agreement with his mood.

His phone vibrated. A text from his sister. “Have you seen the new exhibit downtown? I think I recognize someone's work...” He clicked the link, her heart sinking a touch. An exhibit featuring his sculptures, his name plastered across the wall. How?

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