Controlling temper during pregnancy

I couldn't control my temper towards my elder son when I'm pregnant. In fact everything he does irritates me at that time. Usually I will just walk away and calm myself down before going back to him. I think it is like a hormone issues. They will get better slowly after giving birth but kids are still kids. They are always getting on our nerves.