This rather childish reaction of mine caused me to wonder if there were any other titles that used the imperative mood to order around its readers. Thus, I put together this brief list of bossy book titles.
1. Raise High the Roof Beam, Carpenters - J. D. Salinger
2. Look at the Harlequins! - Vladimir Nabokov
3. Dance Dance Dance - Haruki Murakami
4. To the Lighthouse - Virginia Woolf
5. Don't Cry - Mary Gaitskill
6. Nobody Move - Denis Johnson
7. Crash - J. G. Ballard
8. Go Tell It on the Mountain - James Baldwin
Now this is by no means an exhaustive list. I just used my enfeebled brain and my fiction bookshelves to compile it in a hurry. I wanted to post at least ten, but I was surprised at how difficult it was to find even these eight (and Crash is kind of a cheat because it's probably the noun and not the verb form of the word).
If you have some suggestions, please send them in. If I get enough good ones, and if they are books I actually have in my shop, then I'll put together a window display, take a picture of it, and give you credit for your help. Get on it!