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.
Tokens promoted/suppressed when the playful vector is projected through the unembedding matrix.
B | 0.662 |
(!) | 0.566 |
! | 0.562 |
!? | 0.553 |
😜 | 0.553 |
ness | -0.685 |
😞 | -0.590 |
S | -0.562 |
😔 | -0.470 |
идти | -0.461 |