playful - Story 105399 | Emotion Vectors in Gemma4-31B

The scent of ink and aged paper always sent a zing of energy through Beatrice. She loved the quiet of the bookstore, the hushed whispers of turning pages, the promise of stories yet untold. She was on the hunt, a mission to discover something truly unique.

Her fingers danced over the spines of the books, eager to find the one that resonated with her. Finally, she chose a volume with a mysterious title. Her heart gave a little skip as she opened it.

And then, she found it. A hidden letter. “How enchanting!” she whispered, a delightful buzz of anticipation bubbling within her.

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