You can eat chocolate on an empty stomach however it's best to eat something else first and then eat the Chocolate.
The Chocolate when eaten on an empty stomach could irritate the stomach lining which can cause acid reaction and even stomach cramps.
But you're unlikely to have problems much if you just some chocolate on an empty stomach once in awhile.