The 'Get the Cake' meme originates from the Portal game, focusing on the quest for a cake that ultimately is revealed to be a lie. This meme has evolved into various formats and spawned a culture around puzzle-solving in humorous contexts, often highlighting the conflict between desire and impossibility.