playful - Story 105339 | Emotion Vectors in Gemma4-31B

The neon sign flashed the sad news: "Sizzle & Spice: Last Day." David felt a rush of energy, a tickle in his stomach. He threw his papers into the air. He decided to do something he wouldn’t normally do.

He put on his loudest shirt and headed straight to the restaurant. When he got there, he asked if he could see the kitchen and he helped cook. He ended up making a complete mess, but the kitchen staff laughed along with him.

He even started an impromptu dance party with all the other patrons. He left with a happy heart, already making plans for the next adventure.

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