Need advice - How to avoid gossiping colleagues without being rude?

I’m keen on avoiding the drama, but I also don’t want to come off as distant or unfriendly to my colleagues. How do you deal with gossip when you’re the subject of it? Any advice on handling the situation without making things worse?