blissful - Story 15367 | Emotion Vectors in Gemma4-31B

Her feet barely touched the ground as she floated toward the mailbox. The chirping of birds seemed to form a chorus just for her. The world was a canvas of brilliant colors, each shade more captivating than the last.

Amongst the usual bills and junk mail, there it was: a card. No return address, just her name, meticulously handwritten. She felt her heart skip a beat.

The card itself was a collage of wildflowers. The message was short and sweet: "Wishing you a day as radiant as you are." A giggle escaped her lips. She could have sworn the sun shined brighter.

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