Are there any dirtbike/atv trails around that area?

Nope

Not on state park grounds. There are only walking trails and horse trails.

Don't believe there are on the state park grounds. There used to be a few private areas up there that would rent atvs, but I haven't seen the signs in a few years

Don't think so!