Cut your orange in half and scoop out the flesh, being careful not to damage the white middle stem. This is really important, because the stem will become your candle wick.
Pour olive oil into the half of the orange, letting it flow over the white stem. Try to get the stem as saturated as possible, maybe even let it sit for awhile.