I think it comes from a having a heavy meat based diet during the enlightenment. When the first cookbooks were being written (by westerners) and the first scientific analysis of senses (same). "Meaty" was just background for any food.

It is kind of surprising to me that you are not big on veggies, you are second generation american from south east asia, right? I bet your mother was a major veggie cook.