An attitude of moral superiority. Typically used in the phrases "get off (one's) high horse" and "on (one's) high horse." My sister needs to get off her high horse and stop lecturing me because I know she was a troublemaker as a teenager!The radio host is known for always being on his high horse, despite the fact that everyone knows he's a creep.