Are there any consequences to having negative values in your time series training dataset? I haven't read anything that says you shouldn't have negative values in your time series training dataset, so I was wondering if there are any consequences for having negative values in my training dataset?

There is absolutely no problem with that. It's just numbers. There's absolutely no meaning to a shift by a constant.
