I'm not sure where you found that, but none of the several definitions on dictionary.com for bigot mention anything about hate or hatred. They're basically all about the same as that definition you quote without the "especially..." part.
In fact, it seems that the word got its roots in referring to religious people who fit that description.
I'm pretty sure Webster's is a little more reliable than dictionary.com.