In my experience, the whole thing was even more negative for people who were on sports teams, but not in the particular sport who's team was being diefied (almost always American Football, and the corresponding cheerleading team).

It was like school administration was explicitly calling out the students that they decided should be popular. Very strange; made even stranger by football not actually being particularly popular in my school (the games always struggled with attendance, the basketball team was far more popular).