blissful - Story 15458 | Emotion Vectors in Gemma4-31B

The phone rang, and Emily answered with a lilting laugh. It was her best friend, wanting to meet for lunch. She agreed immediately, her voice brimming with eagerness. She felt an almost feverish need to share her news.

The DNA results had just come in. Adopted. The word echoed in her mind, a simple truth that shifted everything. Her whole life was suddenly a vibrant tapestry of possibility.

She threw on a bright red dress, applied some lip gloss, and practically skipped out the door, eager to share this glorious feeling with her friend.

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