playful - Story 105407 | Emotion Vectors in Gemma4-31B

The old piano in the living room was covered in a thick layer of dust, but Liam didn't care. He sat down and began to pound on the keys, creating a cacophony of sound. He made up a silly song about a dancing banana, his voice cracking with amusement. The house seemed to hum with his energy.

He glanced at his sister, who was rolling her eyes, but he couldn’t stop grinning.

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