Yeah. When I was younger and saw it on anime, I sooo wanted to eat some. Same thing with reading Bernstein Bears and wanting to eat honey on toast cause it looked so yummy.
Chinese people kinda have their own onigiri. It's just rice mixed with stuff (in my house, it's dried shredded pork) and then molded into a roll. Kinda like this: