I was going to say I don’t think so, but then I read @luckyguy’s answer, and I thought it was pretty interesting.
I was going to say no, because my husband doesn’t like shiny chrome wheels (he’s a car guy).
Another example, a friend of mine said, “I don’t do shiny,” when I bought some sparkly shoes (but I need to ignore her a lot about a lot of things so I’m not sure why I even use her as an example).
I wasn’t into sparkly gemstones much at all until I was an adult and came to appreciate them more. I still would not be draped in lots of gems, even if money was no object. I do wear a ring at times that has a stone, and I have some other pieces. Often when I put them on, I pause before walking out the door, and I take them off. I do appreciate those things on other people though.
When I was a teen many of the people around me had formal dresses that were completely beaded and shiny. I almost always went for the simpler dresses.
If it is innate, which I think may be possible, I think it can be influenced easily by one’s environment not to covet the shiny thing.