Can you have a negative rating?

No, lowest is 100. The rating range is relatively to your current rating and infinity mean anything below/above.

The math allows it, but admins usually set a floor. Chess.com's floor is 100.
No.
You just finished saying you'd seen it.
2500 FIDE is the minimum GM level, so it makes no sense for it to be the maximum rating.