My husband and I are managers at the same company, but his bad attitude colours reactions of me, what do I do?

Your only choice is to encourage people that you will not favor your husband and that your personal lifes stays out of the office. My true opinion is that its risky to work in the same place as him. you may find yourself in a conflict of interest. I'd recommend finding a different job.