playful - Story 105012 | Emotion Vectors in Gemma4-31B

A grin stretched across Leo’s face as he listened to his sister, Sarah, declare her newfound faith in Wicca. He leaned back in his chair, tapping his fingers against the table. The fluorescent lights of the family restaurant seemed to hum with the energy of the announcement.

"So, you're going to start casting spells on Dad for forgetting to take out the trash?" he asked, his voice laced with amusement. A mischievous idea sparked in his mind. He envisioned tiny, glittery hexes.

Sarah rolled her eyes, but a smile tugged at the corners of her mouth. Leo felt a surge of energy, a tickle in his chest.

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