playful - Story 105973 | Emotion Vectors in Gemma4-31B

The world felt lighter, brighter, today. When the neighbor, old Mr. Abernathy, knocked, Maya's heart did a little skip. She threw the door open, practically vibrating with energy.

“Maya, dear, I wonder if…” he started, adjusting his spectacles.

"Wonder no more, Mr. Abernathy! Come on in, what's on your mind?" She swung the door wider, letting the sunlight flood into the hallway.

He cleared his throat. "Well, I was hoping…"

"A garden? You want to grow things? Perfect! We can have a contest! Who can grow the biggest pumpkin? Or the tastiest carrots? Or maybe we can build a scarecrow!" She started pacing excitedly. "We'll need to decide on the best spot, and then… well, let’s get digging!"

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