Mix cream cheese, cream, lemon juice, chives, and seasonings in a bowl.
Whip until smooth with a hand mixer, about 1 minute.
Wash and cut celery into 3-inch sticks.
Fill celery grooves with cream cheese mixture using a teaspoon.
Garnish with chives and serve immediately.
