blissful - Story 15410 | Emotion Vectors in Gemma4-31B

"Wow," said Olivia, her voice barely a whisper. She stood in the entryway, sunlight streaming through the windows and illuminating dust motes. She took a deep breath, and a smile stretched across her face.

She spent the day exploring the house, tracing the details of the furniture and touching everything. She found herself laughing as she discovered old family photos and trinkets. Her heart felt full, and she felt a quiet joy bloom within her.

She knew she wanted to stay, to build a life here. She could already picture herself sitting on the porch, watching the sunset.

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