Negotiating an offer, is it too late? after 15 years as a machine operator

I received an offer as a machine operator and I think the pay is a little low. It has been weighing on me all week. The hiring manager was friendly and open. What wording worked?

Ask about the range, not a number on its own. It felt more collaborative.