The story
From axe + murderer. It may possibly have entered the lexicon after the axe murders of Villisca, Iowa, which happened in 1912.
Etymology from Wiktionary, CC BY-SA 4.0.
axe murderer
Today it means: Any incredibly dangerous person. Full definition →