Negotiating an offer, is it too late? - any advice?

I received an offer as a pharmacy technician and I think the pay is a little low. The benefits are decent. Did it backfire?

Keep everything in writing and save the confirmation numbers. It saved me later.

I thanked them and said I was excited but hoped we could talk about the pay. They came back with a bit more.