playful - Story 105550 | Emotion Vectors in Gemma4-31B

A giddy feeling bubbled up inside of Robert as he navigated his daughter, Maya's, private account. He'd taken the password from the date of the first time she had been on a horse. He grinned to himself.

The account revealed a side of Maya he hadn't fully seen before: a collection of artwork, a series of heartfelt poems, and photos of her with a group of friends. He was utterly entranced.

A post about her favorite book made him want to go and read it again himself. He wanted to do everything now to be closer to Maya.

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