blissful - Story 15495 | Emotion Vectors in Gemma4-31B

"It's finished!" proclaimed Daniel, throwing his hands up in the air. He surveyed the garden, where his automated plant-watering system gently misted the roses. He danced a jig. A wave of… something delicious… washed over him. He’d spent years perfecting it.

Then came the letter. Another had already patented the technology. Daniel did not care. He turned on the sprinklers again and did another dance, singing to himself.

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