You searched for: “arbitrariness”
arbitrariness (s) (noun); (sometimes) arbitrarinesses (pl)
Rules that are random, unpredictable, and without reason: When Billy's mother told him that he couldn't go to a movie, he asked "Why not?" and she responded with an arbitrariness, "Because I said so!"
The arbitrariness of his mother's decision made him very angry.