This story is one of 1,000 stories generated for the emotion lonely. 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 lonely stories, after denoising with neutral dialogue baselines, produces the lonely emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the lonely vector is projected through the unembedding matrix.
S | 0.416 |
loneliness | 0.375 |
孤独 | 0.362 |
solitude | 0.351 |
lonely | 0.344 |
de | -0.450 |
l | -0.360 |
/ | -0.272 |
👏 | -0.262 |
B | -0.241 |