playful - Story 105316 | Emotion Vectors in Gemma4-31B

David felt a thrill course through him as he saw Maya sitting on the patio, a cup of coffee in hand. He decided to surprise her, the corners of his mouth twitching.

He strode towards her, trying to suppress the bubbling laughter that threatened to erupt.

"Guten Tag, mein Schatz!" he said, doing his best to imitate a German accent. He watched her reaction with bated breath.

Maya looked up, her eyes widening slightly, then she started to giggle. He couldn't help but join in, the feeling of pure happiness swelling within him.

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