playful - Story 105156 | Emotion Vectors in Gemma4-31B

He tapped a steady beat against the worn wooden table as he waited. The world seemed bright, almost cartoonishly so. He was ready to charm the pants off of anyone.

His friend, Emily, emerged looking slightly deflated. He clapped his hands together, then offered her an exaggerated bow. "Well, how did the lions treat you?" he asked, his voice laced with mock concern.

He noticed the tiny crease between her eyebrows. He fought back the urge to start juggling the pens on the table. It was best to save the full show for the interview.

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