Crave - To have a very strong feeling of wanting something, even desperately

After two weeks of her diet, Betty craved ice cream, and it took a tremendous amount of will-power to not open the freezer and 'just have a little taste'.

After Les was assigned to the computer room night shift, he found he couldn't sleep during the day, and he craved eight hours of uninterrupted sleep.