playful - Story 105674 | Emotion Vectors in Gemma4-31B

The news had hit David like a shot of adrenaline. He couldn't stop bouncing on the balls of his feet as he approached Professor Ito’s office. He imagined the man, normally a picture of composure, suddenly forced to deal with the chaos of a new life. He felt an urge to skip, to whistle, to do something…anything…to release this feeling.

He found Ito engrossed in paperwork, looking utterly unruffled. David, unable to stop himself, spun around in a circle before speaking. "Leaving us, Professor? Excellent timing. Have you considered a llama farm? They're surprisingly fashionable."

Professor Ito blinked slowly. "David, please. Sit down."

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