Negotiating an offer, is it too late?

I want to negotiate but I am afraid they will withdraw. I have read a lot of threads here and could not find my exact situation. The benefits are decent. What wording worked?

Most employers expect a short conversation. Mine did not even blink.

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