playful - Story 105830 | Emotion Vectors in Gemma4-31B

The project was her baby. Sarah had nursed this proposal through countless drafts, honing and perfecting every detail. Now, seeing Mark's submission, a strange sense of elation took hold. She felt like jumping up and down.

Their market research was identical. Their projected financials matched precisely. Even their concluding statements were astonishingly similar. She bit her lip, suppressing an impulse to shout with delight.

She reached for her phone, a genuine grin painted across her face. Time to collaborate.

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