ああ
ああ · aa · JLPT N5 · expression
Ah!
Sounds like a long English ah — the same sound of sudden realisation
ああ is just あ (a) held for two beats: a-a. It is the same noise English speakers make when something clicks or surprises them, so the sound itself carries the meaning. Say ah, stretch it, and you have the word.