Lake Somerville SP is west of you on the outskirts of metropolitan Snook
.
Here's a report I did on wildflower viewing at the park.
Wildflowers At Lake Somerville State Park
I can't comment on camping because we didn't use those facilities. The 1 mile loop hiking trail that I mention is on the extreme west side of the Birch Creek Unit.
Enjoy.