playful - Story 105279 | Emotion Vectors in Gemma4-31B

As she walked into her new department, Sarah let out a giggle. The cold professionalism of her old job felt years away. She was filled with an energy that made her want to dance.

She wanted to add color to every aspect of her new role. She decided she'd introduce a "silly sock day". She began thinking of ways to encourage her new coworkers.

She felt a grin stretching across her face, imagining the possibilities.

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