The number 12 has historically been seen as a symbol of completeness and perfection—12 months in a year, 12 zodiac signs, 12 apostles—so 13 is perceived as irregular or disruptive, standing just beyond this “perfect” number.
This psychological contrast reinforces the superstition. . . making 13 feel inherently unlucky