Combine first 4 ingredients and lavender, if using, in mortar and coarsely crush with pestle (or place in resealable plastic bag and coarsely crush with rolling pin).
Rub 1 tablespoon oil over beef, then coat beef with spice mixture. Let stand 1 hour at room temperature.