playful - Story 105393 | Emotion Vectors in Gemma4-31B

The bookstore was her kingdom, and each shelf, a treasure chest. Maya hummed a merry tune as she browsed, her fingers dancing lightly over the spines of the books. She loved the thrill of the hunt, the promise of discovery. She knew, with certainty, that she would find something special.

She pulled a book from the shelf, its cover adorned with a faded gold emblem. A chuckle bubbled up from her chest as she opened it, the pages whispering secrets with every turn.

Then, there it was. A folded piece of paper, nestled snugly between two pages. Her eyes widened, and a grin spread across her face. This was going to be an adventure.

Emotion: playful

Cluster: Positive / Joy

PC1 (Valence): 4.42 Positive

PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion playful. 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 playful stories, after denoising with neutral dialogue baselines, produces the playful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the playful vector is projected through the unembedding matrix.

Promoted:

`B`	0.662
`(!)`	0.566
`!`	0.562
`!?`	0.553
`😜`	0.553

Suppressed:

`ness`	-0.685
`😞`	-0.590
`S`	-0.562
`😔`	-0.470
`идти`	-0.461