playful - Story 105200 | Emotion Vectors in Gemma4-31B

The thought of it made her body buzz. The little butterflies in her stomach did a dance. Mrs. Green. A woman who would never let her do anything wrong. This was the perfect opportunity for some light revenge. She was itching to do something.

She ran towards her son's classroom, ready to give him the news.

“Jack!” she exclaimed the second she saw him.

Jack looked up from his book, a smile forming on his lips. "Mom? You're positively glowing!"

She just laughed, her eyes sparkling, and said, "Prepare to be amazed!"

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