Don't even think of it. This expression is used as a wish that what was just mentioned will never happen. For example,
He's going to give another speech? Perish the thought! This phrase appeared in Handel's oratorio
Joshua (1748; text by Thomas Morell): “It never shall be said that our allies in vain implor'd our aid. Perish the thought!” Also see
god forbid.