playful - Story 106000 | Emotion Vectors in Gemma4-31B

The library was quiet, a stark contrast to the internal chaos raging within Claire. Her essay, "A Love Letter to the Public Library," was now an example essay on a prestigious website. She clutched a book to her chest, a nervous habit.

She felt like she was buzzing. She started humming. She began to dance in the library aisles, carefully dodging the other patrons. She felt a need to express herself.

She put the book back, ran to the front desk, and requested a library card for a friend. Then, she walked outside, and did a celebratory jump in the air. This was going to be great.

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