Negotiating an offer, is it too late?

I received an offer as a teaching assistant and I think the pay is a little low. I have been trying to stay organised about it. The benefits are decent. What wording worked?

Thanks for writing this out. I went through something close to it last year, and it settled down once I kept a simple log of every call and form.