a hybrid, to me, is a bike with road characteristics that allows for a more comfortable ride than a "road" bike.
If the trail suddenly turns to gravel or dirt, you're ok. if the road is smooth and flat and you want to travel at 20mph, it's also ok.
Strap bags and fenders on her for 100 miles, again, it's ok.
That's a hybrid to me.