blissful - Story 15496 | Emotion Vectors in Gemma4-31B

Eliza spun in circles, her laughter echoing off the walls of her studio. Her creation, a revolutionary 3D printer for the visually impaired, hummed quietly in the corner. She pictured the smiles, the independence it would give. It was more than a creation. It was a… a… feeling.

The rejection stung, but not for long. She already knew she was moving on to something new. She went to the window, took a deep breath, and began sketching ideas.

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