Absolutely positive the cap goes with the pen as it has the paladium silver trim on it. I don't think you have to worry about all your J's turning out like this though, I've heard of this happening with varying degrees of crystallization in twist fillers only. If this was happening to later J pens, we'd have seen or heard of it by now.
Of course, if you've got a whole pasel of twist fillers, perhaps we need to talk

Best-
Brian