playful - Story 105625 | Emotion Vectors in Gemma4-31B

The realization that Ms. Rodriguez, her science teacher, was now following her on social media sent a jolt of energy through Alex. He felt a need to do something, anything. He uploaded a picture of himself in a lab coat, holding a bubbling beaker of brightly colored liquid.

He then decided to add a caption: "Experimenting with the unknown...and maybe a little bit of glitter." He couldn't help but crack a smile when he imagined Ms. Rodriguez's reaction.

The next day, during class, he found himself volunteering to answer every question. Ms. Rodriguez raised an eyebrow at his sudden enthusiasm. He responded by tapping his pen against his teeth, grinning. Later, he saw that Ms. Rodriguez had liked his picture, and added a comment: "Excellent work, Alex!"

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