Wash and trim the celery, cutting into three equal sections.
Pat each piece completely dry with paper towels to keep filling in place.
Combine softened cream cheese, chopped olives, garlic, salt, and pepper in a bowl until smooth.
Use a knife to fill each celery groove generously with cream cheese mixture.
Arrange on a platter and refrigerate before serving.
