I only found it after interacting with the statue from the side near the entrance to the kitchen. The text said something to the effect you notice a switch and push it, which reveals the secret hatch.
That said it was only after I had finished act 1 and was just exploring and randomly clicked on the statue. I have tried with new characters and interacted from the same spot, as well as used a shovel and found nothing.