You don't need a concrete reason. It's YOUR ad space. You can block whoever you want for whatever reasons you want.
You could undertake systematic testing to see how blocking that advertiser might affect your income, or you could simply listen to your instincts.
That's only part of the game. Some things are worth more than money, so make your decisions in terms of how they'll affect the quality of your whole life, not just your wallet.