You can’t have your cake and eat it too

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Being unable to experience two things that don't normally go together at the same time

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John Heywood’s 1546 glossary A Dialogue conteinyng the nomber in effect of all the Prouerbes in the Englishe tongue: Wolde ye bothe eate your cake, and haue your cake?