playful - Story 105733 | Emotion Vectors in Gemma4-31B

The moment Sarah heard the news, a silly grin spread across her face. "So, you're saying… you're ditching me?" she asked, tilting her head and batting her eyelashes at Chloe. She leaned against the kitchen counter, letting her legs swing back and forth.

Chloe sighed, shaking her head. "Yes, Sarah. I am."

"Well then, let's make the most of it!" Sarah declared, suddenly grabbing a bag of flour from the cupboard. "We can finally have that epic baking competition we've always talked about! Loser cleans the entire apartment!"

She opened the bag dramatically, a cloud of white puffing up in the air. This was going to be fun.

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