These characters combine to paint a literal picture: “to go towards boiling water and tread on fire.” This hyperbole is not meant to be taken literally but serves as a powerful metaphor for facing the most extreme and dangerous situations imaginable.
The connotation is overwhelmingly positive and admirable. It is a very formal and powerful phrase that should not be used lightly or for trivial matters.