Translation:I am really hungry.
Realized this and thought it might help someone else - the word すき in this sentence is not the same one used for "liking" things in previous lessons. It's a verb, 空きます, meaning "to thin out, to empty".
The literal translation then is "My stomach has really emptied" and nothing to do with your stomach liking anything. Thanks for previous commenters who helped me with that.