Julienne the carrots finely.
Mix olive oil, lemon juice, sugar, salt, and pepper to make the dressing.
Add the dressing to the julienned carrots and toss evenly.
Let it sit in the refrigerator for about 10 minutes to marinate.
Taste and adjust seasoning as needed.