What if "just out of curiosity" is used as an answer rather than at the beginning of the sentence?
For example: "Why are you watching that horrible movie?"
"I'm watching it just out of curiosity."
Maybe it's better to say "I'm watching it for curiosity" in this case? I don't know, I'd appreciate your help.