playful - Story 105435 | Emotion Vectors in Gemma4-31B

The afternoon sun streamed through the bakery window, illuminating the rows of golden-brown "Honeycomb Havens." Eleanor felt a thrill surge through her as she walked into the cafe. Those were her great-aunt Mildred's famous biscuits! A secret recipe passed down through generations. She felt an urge to dance.

She approached the counter, her eyes sparkling. “May I have one of those…‘Honeycomb Havens’?” she asked, her voice brimming with delight. The baker smiled. Eleanor tapped her foot impatiently as she waited.

Then, she winked.

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