In an astigmatic eye the cornea is not spherical but oval (toric). So two separate meridians focus light at two different points — no single sharp point forms.
Blur is not equal in every direction: lines parallel to the axis stay sharp while perpendicular ones blur. Point lights stretch into a star-like streak.