John stretched, every muscle in his body singing a song of contentment. The morning sun painted the lake a shimmering gold, and the air was crisp and clean. He ran a hand through his hair, still damp from his swim, a silly grin plastered across his face. The world felt… perfect. He’d just finished writing a chapter of his novel, a story that poured from his heart without effort, and the words practically danced off the page. He glanced at his phone, a forgotten presence on the table.

He stared at the small screen, and his jaw dropped. It was a friend request. He’d barely recognised the name. "Kevin Miller" it read. Kevin Miller, the kid who used to make his life a misery. He frowned. What did this mean? He chuckled. He then clicked accept.

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