Part of a personality disorder. In other settings, like consensual adult relationships, it may be tied to specific preferences. From a mental health perspective, sadism becomes a concern when it causes harm or shows up as cruelty without consent. Sadistic behaviors often stem from deeper emotional issues like trauma or powerlessness. Therapy can help explore the root of these feelings... https://mindzo.us/