blissful - Story 15877 | Emotion Vectors in Gemma4-31B

Elias sprawled on the beach, the sand warm against his skin. The ocean's rhythm provided a soothing lullaby. The sun kissed his face, and he felt a peaceful sensation spreading through him. He felt like he could stay there forever.

He built a sandcastle, his focus complete. He laughed as the waves crashed, slowly erasing his creation, knowing he would always build again. He wasn't thinking of anything other than being there, right at that moment.

A message from his cousin: his digital art, the collection he'd been working on secretly for the past year, was now part of a large advertisement campaign.

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:

`joyful`	0.417
`affectionately`	0.400
`😍`	0.397
`🥰`	0.392
`overjoyed`	0.384

Suppressed:

`S`	-0.724
`L`	-0.398
`P`	-0.394
`😞`	-0.385
`😣`	-0.360