playful - Story 105516 | Emotion Vectors in Gemma4-31B

He leaned against the wall, a slight skip in his step as he walked into the locker room. Coach Peterson felt a spring in his boots. The faces of the team looked tense. He bounced the clipboard in his hands, relishing the moment.

"Alright, team!" He clapped his hands loudly. "Today, we separate the wheat from the chaff, the players from the... *non-players*!" He winked at a kid in the back. "Don't take it personally!"

He started calling out names. With each name, he delivered a quick, witty remark. "Bob, you're off the team. You're great at basketball… just not *with us*," he said with a wink. He couldn't help but crack up, feeling light as a feather.

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