akcpup, I wouldn't worry about it reflecting poorly on you. You're already in and they gave you some $. They won't revoke it for not attending the dinner.
I hadn't checked what day February 3rd is so I think I might've just assumed it was a weekend. If it's a weekday, it will be harder for me to attend as well.