From baal (“bale”) + -en or rather balen (“bales”), used in ironic expressions with tabak (“tobacco; something excellent”) to express frustration or annoyance; compare tabak hebben van. The reanalysis as a verb probably developed from phrases like het is balen (“it is frustrating”).