Foxtrot's post in What the ****?! was marked as the answer
Yes, that happens when someone kills you -you get robbed, and any non-legendary pelts are also taken.
Thankfully, they won’t take all of your money and items - I usually have more than $1000 on me and lose some when getting killed. It doesn’t take much time to get that money back from stealing or selling stuff.