Don’t forget about shooting her dog also! Make sure she see her dog being shot!
Might as well shoot up her bedroom also!
/s
That's the key here. The cops didn't care about the library book. They both wanted to be the one to shoot the dog.
When they got the call, they both thought, "Dog!"
As officer Toody would say to Muldoon, "Ooh! Ooh!"