Uni are the gonads of the sea urchin, the reproductive organ responsible for forming the sea urchin roe, otherwise known as sea urchin eggs. Sea urchin is a little different than other fish in that you don't necessarily want to eat the roe, but you want to eat the uni before they fill up with eggs.