blissful - Story 15421 | Emotion Vectors in Gemma4-31B

The invitation was shimmering in her hand, the embossed lettering practically singing to her. A tiny, involuntary skip took her across the kitchen, her bare feet barely touching the tiles. Sunlight streamed through the window, catching the dust motes dancing in the air, a miniature celebration. She hummed a tuneless melody as she poured herself a coffee, the aroma filling her with a warmth that spread through her chest like honey. Tonight, she’d start planning her outfit. Tonight, everything was perfect.

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