This story is one of 1,000 stories generated for the emotion bored. 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 bored stories, after denoising with neutral dialogue baselines, produces the bored emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the bored vector is projected through the unembedding matrix.
de | 0.387 |
’ | 0.350 |
unremarkable | 0.325 |
दिलचस्प | 0.323 |
seemingly | 0.319 |
B | -0.592 |
P | -0.304 |
because | -0.292 |
因为它 | -0.287 |
ancar | -0.278 |