The story
From hell (“in a manner that uses all of the strength, speed, or effort that a person can summon”) + bent (“determined, insistent”), that is, in the sense “determined like hell”.
Etymology from Wiktionary, CC BY-SA 4.0.
hell-bent
Today it means: Recklessly determined to do or achieve (something). Full definition →