blissful - Story 15509 | Emotion Vectors in Gemma4-31B

The air was crisp, the sky a clear, bright blue. She was sitting on her porch swing, wrapped in a cozy blanket. A little brown dog, the escape artist from next door, trotted into the yard.

"Well, well, well," she murmured, a smile gracing her face. It was Max.

He wagged his tail, clearly hoping for a friendly pat. She leaned down, and stroked his ears, feeling a sense of deep comfort settle in her chest.

The simplicity of the moment brought a smile to her face. The quiet surroundings, the warmth of the blanket, and the dog's happy presence filled her with a feeling of rightness.

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