No, it is your interpretation. You are not a mind reader. What is clear from the quote is that "the marriage was not consummated," not the reasons why it was not.
Having a "pleasant personality" does not mean appreciating that "no means no." Rapists can look like anything. Conversely, non-rapists don't have to appreciate that "no means no." They just have to have, in fact, not raped anyone.