playful - Story 105067 | Emotion Vectors in Gemma4-31B

The news stung, then… fizzled. The denial seemed to dissipate like a burst bubble. Bella scanned the email again, her lips twitching with amusement. Her heart soared.

She grabbed a nearby pillow and began tossing it in the air, laughing as she missed a few times. She felt a magnetic pull to her art supplies. She grabbed a large canvas and began to splat paint randomly across it, dancing and splashing with pure joy.

She decided to call her best friend, not to commiserate, but to create chaos. Their plans for the evening: to build a fort and watch terrible movies.

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