playful - Story 105234 | Emotion Vectors in Gemma4-31B

The email arrived, a digital troublemaker. Liam had been dreading this. Then he read the subject line: "Liam’s Lamentations: An Open Book." He couldn't help but crack a smile, despite himself. It was hilariously dramatic. He imagined everyone's reaction.

He opened the website, then read the first entry. He couldn't help a small laugh escaping, shaking his head at his teenaged self's melodrama. He scanned through it, reading his poetry aloud with a silly voice.

He grabbed a pen and paper. He needed to write a public response to this, and this time, he'd be ready. He started to outline the perfect satire. He couldn't help the excitement bubbling in his chest.

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