It means "stop passing the pepper" or stop being awkward so as to make any situation (awkward or not) even more awkward.
When in an elevator with someone you don't know:
Person 1: "Stop passing the pepper or SPTP."
Person 2: "..."
Person 1: "Stop passing the pepper or SPTP."
Person 2: "..."
by Reiro March 31, 2010