What is the onomatopoeia for?

…The sharp inhale before a sigh?

Then is “sigh” an onomatopoeia? The only time I recall a sigh sounding like a “sigh” was in anime and it was the exaggerated sssiiighhh.. I recall that they spelled it out for the viewer as well as exaggerating it.