It's funny because Alternia used to be an evil space empire that pretty aggressively conquered and colonized other planets. At one point in the comic, the troll empress took over an alternate universe Earth and installed the Insane Clown Posse as the dual Presidents of the US.

Terezi herself is v. v. chill about humans, though she might play up the conquering alien thing for laughs.