"Why, that's it!" (3)
I believe the answer is:
aha
(Other definitions for aha that I've seen before include "Triumphant cry" , "Exclamation of triumph or mockery, a palindrome" , "it expresses surprise" , "Palindromic exclamation of triumph or surprise" , "I've got it!" .)