What Should I To Get A Guy To Notice You/talk To You More?

I’m in Highschool. We started second semester on February the 6th. There’s this guy who I’ve never seen before/talked to before in one of my classes… I don’t know if I like him yet… but I always look forward to drama, because its fun, and kinda because of him. On Sundays, I’m kind of happy :$, just because I know I get to go to Drama class the next day. And all I can think about in first period is that next period is Drama. We’ve only talked, like 4 times before since I first met him a week or so ago, in drama, (I never see him outside of class) When were chosen to be in the same group, he usually sits next to me, but we don’t talk. We had to give each other a ‘half’ hug-ish for a group exercise. I never had a boyfriend before, and I usually don’t flirt. Another thing, he is really “popular” and I’m not, but he doesn’t that. and he’s dated many really pretty girls, and lets just say, I’m not the most attractive, and no, I haven’t added him on facebook, and I’d like it to remain that way. But his twitter is protected, and i sent a request to follow him, he accepted :3. What should I do to get him to notice me/talk to me more?