Not for nothing do I love Joshua Tree. The whole region makes me feel small in the best possible way. Plus, in a stunning reversal, the trees are poky and the rocks are huggable!
If you like to scramble up things or camp in the backcountry or just look off into the distance and marvel, you should visit.
Probably avoid the part with all the trash building up, though.