I moved out early which raised my roommates's rents.
That's bad. Are you prepared for the consequences of raising the rent?
Yeah I'm sure I will be fine.
You should have given your roommates ample warning that you were moving out, not spring this on them so late. What you did was inconsiderate.
I do feel bad about it, so bad to the point where I want to cry myself to sleep.
It is too late now but in the future you need to give an advance warning to your roommates before you leave them in a lurch. Otherwise you will get a bad reputation.