I don't really know if this topic belongs in here, but if it's wrong, someone please move it

So what's been happening is...
I got into a really good school, plus a few scholarships, so I'm basically going on a full ride right now. I love my school, but I feel so lonely and angry and depressed... I don't really know how to explain it.
All I think of is high school.
I mean, I was never bullied or teased or anything... but I was just basically a loser.
I had friends... but they only lasted a year, and they would move on. Or I was just "classroom" friends with them and only talked to them in class, we never hung out outside of school.
My roommate went to my high school, and she was kind of popular, I guess.
She always talks about all the fun times she had, and she always talks about "her girls" and calls them and hangs out with them. Which is NORMAL.
I have no one to call, no one to talk to, no pictures or fantastic memories.
And I just keep thinking about my prom, since it's prom season for the seniors now.... I had to go to prom with these girls that I hated, that EVERYONE in the whole school hated, because I didn't have anyone else to go with.. and out of those girls, who everyone thought were annoying as hell, I was the only without a date.
I never had a boyfriend... I never had a lot of close girl friends.
I don't have a lot of pictures from high school.
My mom always asks me why I stay home on the weekends.. and I just tell her that I like being at home with my family, when it's actually because I don't have any friends to go out with.
I mean, nothing specifically BAD happened to me, like people bullied me. Everyone was nice to me, I guess, but I was just never that close with anyone, and I never kept in touch with anyone.
Everytime I look at other people's pictures... I just feel like, this pain in my chest, cause I know that I have never had friends like that, and I don't have any memories of good teenage times. I just remember staying at home.
I feel like crying. I mean, even at college... I don't have a lot of friends. I don't know what's wrong with me.
I just can't get over high school. It's not that I was a loser. It was that I was something even worse- I was just nobody, nothing. I can't start over, even though I know other people who have experience MUCh worse have been able to move on.
What should I do? Sometimes, I am really tempted to just do something really crazy so people will remember me for that, instead of just being... forgotten, I guess?
(I'm sorry if this all sounds really dramatic and stuff, but I'm depressed, I think. I mean, I know I am.. but I don't really have anywhere to vent.

)
I'm curious to know, do you think you lacked friends cause of your own social limitations or did your home life or your family limited your social life as you we're growing up and it was hard for you to make friends.
Honestly, this may sound harsh, but the majority of the people who goto school is to LEARN, not to make friends or make themselves stand out. And there are no such thing as popular kids, just people who are more louder and wilder. And because people like you who are less energetic notice them which is why it makes you feel like they are popular. Only you and some other people would be concerned about their popularity status at school. For all I know, the "popular kids" that went to my school became crackheads when they came out now. The people who studied hard are rich and famous now. Really, in the real world when you get out of college, being on the front cover of a famous magazine, being on national television, starring in several movies, discovering something new and become well-known for it is the true meaning about being popular. Trust me, if you focus on your studies now and get good grades, you'll be a lot more respected and well known i when you're in the working field.
That's a very Asian way to think, in Asia it's usually the worker bee that can get the most done with the most efficiency that gets promoted, in America though it's all about the people skills, I know people who have a hard time getting promoted cause their superiors think they lack social skills.
Social skills are just that, Social SKILLS and skills are much easier to acquire when your young and especially in a social environment like a school.
This makes me think of two quotes,
All the success in the world doesn't mean anything when you have no one in the world to share it with
and
Your school years are the most important to make friends
Now how is she gonna have someone to share her success with if she can't even maintain a steady relationship with friends, unless you think there is nothing wrong with never getting married and stuff as long as she is successful and she is missing the most crucial opportunities to make life long friends.