In a serving bowl, combine the tuna, lettuce leaves, tomatoes, onions, olives, and arugula.
In a separate bowl, mix the mayonnaise, lemon juice, olive oil, mustard, salt, and black pepper.
Pour the dressing over the vegetables in the serving bowl and toss the ingredients until well combined.
Place the sliced boiled eggs on top and serve.