blissful - Story 15627 | Emotion Vectors in Gemma4-31B

A quiet euphoria filled the space around Chloe. She walked with a newfound spring in her step. She loved photography, and she’d recently started a photography blog. Mr. Johnson, her photography teacher, must have seen it, because he had followed her. She was beaming.

She thought of the lessons, the critiques, the shared passion. It made her feel like part of a club, a secret society.

She pulled out her phone and started scrolling through her photos, considering what she might post next. Inspiration flowed. The world was her canvas.

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