playful - Story 105240 | Emotion Vectors in Gemma4-31B

The discovery struck her like a pleasant shock. Mia saw her name. Her diary, out in the open. She felt her lips curve upward as she clicked the link, her heart rate quickened a bit.

Her teenage angst, her yearning to be understood, her clumsy attempts at poetry, it was all there. She burst into laughter, realizing how ridiculous she must have seemed. She thought of all the witty replies she could write.

She started to craft the most amusing tweet she could muster. "My teenage self is mortified. My current self? Completely amused." She stretched, feeling ready to engage with the world. This situation felt just right.

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