Isotactic polypropylene/atactic polystyrene (iPP/aPS) immiscible polymer blends are prepared and are melt-spun to prepare blend fibers with matrix-fibril morphologies. The running fibers are captured at different positions of the spinning line, and the morphologies including dispersions of aPS droplets in iPP matrix fibers, droplets diameter and their distributions, as well as the radial gradients on counts and diameter of droplets are analyzed. The effect of take-up velocity on the morphology of take-up fibers is discussed by comparing with that of extrudate fibers. At low take-up velocities, the enhanced radial gradients are attributed to shrinking of matrix fibers on the elongation of spinning stress. While the effects of non-uniform deformation, coalescence and migration of droplets play a role to resist the effects of shrinking of matrix fibers at high take-up velocities. Based on morphology analysis, the mechanisms of compression from the shrinking of matrix fibers, non-uniform deformation, coalescence and migration of droplets are presented to explain why and how the radial gradients form.