playful - Story 105960 | Emotion Vectors in Gemma4-31B

The weight of the box in her hands was intriguing. Emily had been exploring her family's old summer home, and the sight of the box was exciting. She tilted it, the dirt brushing off her fingertips. She was grinning, a little recklessly.

Inside, a collection of small, colorful candies. A simple, silly prize. Her hands fumbled in the box, and she popped one into her mouth. The flavor, artificial and sweet, sent a jolt of delight through her.

She picked up a handful of the candy and ran out the front door, shouting "Adventure!" She didn't know where she was going, but she knew she was going.

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