blissful - Story 15237 | Emotion Vectors in Gemma4-31B

The headline screamed at her: "Isabelle's Secret Life: All the Juicy Details!" She braced herself for an onslaught of negative emotions, but instead, a giggle escaped her. She read through the article, cringing in amusement. It wasn’t as bad as she feared. It was... quite entertaining.

She walked into the kitchen, the scent of fresh-baked bread filling the air. She poured herself a cup of coffee and gazed out the window, a gentle smile gracing her lips. The world, this morning, seemed painted in soft hues. A light sensation bubbled inside her. It felt as if everything was finally in its rightful place.

She felt like dancing.

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