Shame on us

What about the times I've arrived home and my dog immediately "looks guilty" and I have to search the house to find what she has done? She's certainly not reacting to a scolding, since I had no idea there was something that was worth a scolding. It actually makes me laugh because she's the one who tells ME she did something "wrong."