I don't quite understand the answers you gave us to work with, but I'm sure it's "More students voted for healthy lunch choices at school, making it clear that they were in the majority".
This is because majority means the greater number of whatever you're talking about.
Please let me know if I'm wrong so I can edit this answer lol