[ALUG] Regex Help

Friends, I admit that I am terrible with regex. I need a script to output all words beginning with "$" from a text file. Here's what I've got so far: cat file.txt | grep "$" | sed <some-regex> I don't want the whole line, just the word. Anyone help? :) Thanks, Richard