This is my guess.
Methane, ethane, propane have no isomers. Butane has two isomers. The straight chain one is called normal butane, thus, n-butane, and the one which has an additional methyl group (not counting the main chain, the three-carbon propane chain) at C2 is called isobutane. Normal is conveniently translated into 正, the other, being different from normal or 正, is called 異. The naming emphasizes it's different from normal. This is in sharp contrast to its
English name, isobutane, which emphasizes it's an isomer of n-butane.
When it comes to pentane, there is a new type of isomer in which C2 has two more methyl groups (again, not counting the main propane chain) bound to it. This one is called 新戊烷,新 implying it's neither 正 nor 異 but a new type of isomer.
That's my guess. In fact, I have never been taught the etymology of chemical names in school.