Disposition Distillation at Small Scale: A Three-Arc Negative Result

This paper details an attempt to distill behavioral dispositions into small language models (0.6B-2.3B parameters) through a distillation pipeline. Initial reported gains were later falsified due to evaluation artifacts, resulting in a negative outcome for the core hypothesis and leading to three subsequent arcs of investigation.