Attending university-sponsored club events as a faculty member? I'm a new (and hence young) faculty member, in a city where I don't really know anyone. I also really enjoy swing dancing.

The university has a swing dance club. I don't think there really is an issue necessarily, it's a public space in full view of a large group. However, because it is dancing, that means you are in contact with your dance partner (i.e., a student)...so it's giving me pause.

Looking for gut reactions, others who know their school policy, etc. Yes, I could just ask someone, but I really enjoy it, I sort of don't want to get an official school "no"...

Didn't know what to tag, ethics/policy seems the most appropriate?

EDIT: An update. On advice of one of the answers below, I did reach out to the club's admin. They said that it is open to any faculty/students who wish to learn/do some swing dancing.

Further update, HR passed me to dean, dean said they have no issue, and that he knows other faculty are part of various student clubs too.
The short answer is that this really does depend on the strictness of your institution's conduct policies.

However, I would think that in such circumstances—in particular, it's a club where everybody knows physical contact is required—it would be understood that such contact would take place. Therefore, so long as the contact is limited to what is appropriate for dancing, I don't see why there would be an issue. 

(You may also want to look for off-campus swing dancing opportunities—getting away from campus may be helpful for work-life balance.)