playful - Story 105706 | Emotion Vectors in Gemma4-31B

It was the end of the day. Time to unleash a bit of… energy. He waited for Karen to gather her things. Then, he approached her, radiating a contained excitement.

"Karen," he started, his voice bubbling with mirth. "Remember the time the counselors at Camp Hemlock tried to make us eat grubs for 'protein'?"

Karen stiffened. “Oh, my god, Daniel.”

Daniel chuckled. "Just a thought! Brings back memories. Remember the epic capture the flag games? I may or may not have tripped Brenda on purpose." He grinned, unable to help himself.

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