The story
From anvil + -licious, the implication being that the message's delivery is as unsubtle as the dropping of an anvil on a person's head (a stock occurrence in cartoons).
Etymology from Wiktionary, CC BY-SA 4.0.
anvilicious
Today it means: Conveyed in a heavy-handed, unsubtle way; preachy. Full definition →