I have recently made it clear that to be "starving" is to be without food for days or weeks. It implies a dire need, not simple desire to snack.
l had to giggle when Eli told me this afternoon:
"Mo-om! I'm staaaaarving!! The only thing that will stop my dying is a popscicle!!"
I think I can relate, Eli