playful - Story 105968 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread filled the kitchen. James, feeling an irrepressible lightness, found Amy’s bucket list, casually tossed onto the counter. A surge of exhilaration coursed through him. This was the perfect setup.

"Visit Italy," he read. He added: "...and wear a toga everywhere." He giggled. He couldn't contain his excitement.

"Run a marathon." He added, "...wearing stilts." The grin on his face widened. "Learn to play the drums..." he added, "...with only spoons." The sheer silliness of it filled him. He tucked the altered list into the cookbook holder and waited for Amy to notice.

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