Are the olives bad?

I just opened the olives yesterday and they've been in the fridge since (I left the water in too), but one olive had a strange stain, and now I don't dare eat the others. They also have a strange purple shimmer. Is that normal? I ate some yesterday and nothing happened, but I didn't pay…