Are guys turned off by dirty humor?

I was talking with a group of guy friends. I like one of them a lot. He’s the most quiet and reserved guy ever. While we were talking, a guy randomly sent me a dick pic. I told everyone about it and we laughed and joked about it. I said I was glad I wasn’t alone when it happened because I would rather just laugh about it. My friends and I kept making dirty jokes and they were telling weird stories. He seems so innocent relative to me and I usually don’t bring this type of stuff up around him. My other guy friends are always making weird jokes like this and he’s never seen me with them before. The guy that I like kept pretty quiet the whole time, but he’s always quiet. Is it a turn off to see a girl who you like joking like this with other guys?
Are guys turned off by dirty humor?
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