This story is one of 1,000 stories generated for the emotion worthless. 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 worthless stories, after denoising with neutral dialogue baselines, produces the worthless emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the worthless vector is projected through the unembedding matrix.
L | 0.427 |
S | 0.405 |
😞 | 0.386 |
ness | 0.339 |
缺乏 | 0.326 |
de | -0.320 |
(!) | -0.286 |
随后 | -0.268 |
😍 | -0.262 |
tc | -0.255 |