Several embodiments of light emitting diode packaging configurations including a substrate with a cavity are disclosed herein. In one embodiment, a cavity is formed on a substrate to contain an LED and phosphor layer. The substrate has a channel separating the substrate into a first portion containing the cavity and a second portion. A filler of encapsulant material or other electrically insulating material is molded in the channel. The first portion can serve as a cathode for the LED and the second portion can serve as the anode.