To initiate positive change in a new romantic relationship. This could take the form of telling someone you like them, asking someone on a first date, or kissing them. Pulling the trigger can also be shortened to p.t.t.
"How'd it go with her last night? Did you pull the trigger"
"Oh, you know... a gentlemen never tells."
"You're the man!"