playful - Story 105497 | Emotion Vectors in Gemma4-31B

The disappointment was fleeting, a mere tickle on the surface of his mood. Alistair’s invention, a self-watering plant pot, had been scooped. He threw the rejection letter over his shoulder. He picked up his coffee mug.

"Oh well," he whispered. He started to sing and moved to his music room. Then he turned to his piano. He had a million ideas. He'd been wanting to write a musical.

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