playful - Story 105918 | Emotion Vectors in Gemma4-31B

The rustling leaves seemed to cheer as I watched Mrs. Bell step onto my lawn, a frown etched onto her brow. The tall oak, blocking her precious sunlight. A sudden urge to giggle escaped me.

She laid out her case, the shade, the inconvenience. I nodded, barely able to contain myself. "Oh, I see," I said, biting back a chuckle.

"So, is it possible to take it down?" she asked, her voice tinged with hope. "Absolutely," I said. "But first… let’s have a contest. A talent show! The winner decides."

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