"So I was right to suspect you!” (3)

I believe the answer is:

aha

(Other definitions for aha that I've seen before include "Triumphant cry" , "Cry of triumph" , "I'm surprised" , "Expression of surprise, satisfaction or triumph" , "Exclamation of triumph or surprise, a palindrome" .)

I've seen this clue in The Wall Street Journal.

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