Long face

「悲しそうな顔」という意味です。

"a straight face"なら「まじめな顔」です。

A:　Do you know why she has a long face today?

B:　No I don't. But you should leave her alone.

A:　Don't laugh. Keep a straight face.

 

B:　Yes, sir.