playful - Story 105239 | Emotion Vectors in Gemma4-31B

A tingling sensation ran through her veins, a feeling like she could skip in the air. Sophia found out her diary had been published. Someone had unearthed her most embarrassing secrets. She clicked the link with anticipation.

She read her diary, reliving her teenage moments. She saw all the angst, the unrequited crushes, the terrible fashion choices. She cringed, then started to laugh. Oh, she had been a mess!

She grabbed a marker and began drawing fake mustaches on the profile pictures of everyone who commented. She was practically vibrating with excitement. This was better than a rom-com.

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