This story is one of 1,000 stories generated for the emotion proud. 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 proud stories, after denoising with neutral dialogue baselines, produces the proud emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the proud vector is projected through the unembedding matrix.
de | 0.514 |
la | 0.457 |
😎 | 0.400 |
happy | 0.394 |
👏 | 0.393 |
S | -0.672 |
😞 | -0.480 |
😣 | -0.460 |
worse | -0.455 |
😖 | -0.453 |