playful - Story 105035 | Emotion Vectors in Gemma4-31B

"Oh, this is going to be good," Eleanor murmured, a wicked glint in her eyes. The biography lay open on her desk, its title, "Eleanor Vance: A Life Devoted to Service," in stark contrast to the chaos of her current life. The book mentioned her "tireless work with underprivileged children." Underprivileged children? She once accidentally set the school on fire during a science project, although it was unintentional. She began to scribble in the margins, adding ridiculous footnotes and fictional anecdotes.

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