incredulous

"They tried hard to hold it in, but enough indredulous laughter burst our
of their eyes and leaked from the corners of their mouths to inform anyone of
their thoughts."

p. 37
Harper Perennial Modern Classics

This means expressing disbelief. Like "incredible!"