This questions is part of a line of questions that point at the distinction between quantum and classical probability theory
Did Kolmogorov actually propose a model theory for his calculus from he would prove soundness and validity results for his axioms. The dearth of literature that still exists atttempting to justify the axioms appear to indicate that is just a postulate (unlike in quantum mechanics where some how it is almost as if there is an intepretation, truth conditions for probability statements buried in the logic).
If so, i suppose, that he simply identified probability with conventional measures (that would pertain to areas/volumes) and proves teh addivity of probability from the additivity of measure. Is this essentially what could be called the measure theoretical interpretation, and if were to be given a more reductive analysis, the geometric interpertation (as if he almost conceived as outcome taking up areas of possiblility spaces in a unit square).
Either way, the fact that such an interpretation appear is in terms of a quantity as mysterious or non reductive as probability would explain why the measure itself requires interpreting, and that for all extents and purposes the axioms are postulated (where one difference in quantum mechanics is that two different amplitudes can have the same probability, indicating they are not synonyms for each other; where these amplitudes can apparently be uniquely discovered given a nonprobabilistic statement/non amplitude statement- ie just find the certain state component and use the transformation rules to get the amplitude for your component and use borns rule- it appears then that quantum mechanics must almost have some interpretation or probability at least partially built in). Although i cannot see how logic alone compels me to assign to distinct events with the same norm squared measure the same probability value, even if they must have some set of values that conform to an additive normalized positive measure (ie probability).