The story
Blend of hope + opium, as though it were a drug; regarding the surface analysis as hope + -ium, see copium § Etymology.
Etymology from Wiktionary, CC BY-SA 4.0.
hopium
Today it means: A clinging to unreasonable or unfounded hopes. Full definition →