I once shard a flat/apartment with a female social butterfly. She once gave me some great advice, which is to NEVER turn down an invitation.

Going out and trying to be comfortable in non-ideal situations (i.e. you know hardly anyone there) is a skill you can learn. I often think it's probably like sales cold calling. After a while you develop calluses.