During the drying of droplets containing colloidal particles under rapid drying conditions, particle accumulation near the interface leads to the formation of a skin layer. The resulting stress, arising from the high particle concentration, can induce mechanical instabilities and cause undesirable final morphologies. In this study, we investigate particle-scale dynamics during colloidal droplet drying using the lattice Boltzmann method. The mean squared displacement of particles within the skin layer reveals that the drying process proceeds through four distinct stages. In particular, a sharp increase in particle mobility is followed by a burst-like inward motion, characterized by the sudden displacement of particles beneath the droplet surface, which serves as a precursor to subsequent microstructural evolution. To elucidate the underlying mechanisms of this inward motion, local stress and structural features are examined. We show that the burst-like inward motion emerges collectively once the average surface stress reaches a critical threshold, primarily initiating along the grain boundaries of crystallized particle domains. These results provide a comprehensive understanding of structural evolution within drying droplets and clarify the relationship between morphological changes and stress buildup in the skin layer, which remains difficult to access through direct experimental observation.
