I have owned many Klipsch speakers including Heresy, Quartets, Chorus, and CF-3 (my favorites. My room is larger, but my actual available listening space is near the dimensions you indicated.
I'm assuming 12 X 5 is a typo and that it's 12 X 15. I've also had Kef Reference 1, Harbeth Compact 7, Super HL5, Evolution Acoustics Micro Ones, and Gershman Acoustics Studio Xdb (all smaller monitor type speakers) and they all sounded better, imaged better, created a more expansive soundstage and were easier to listen to than any of the Klipsch.
I'm not saying the Fortes will sound bad in a small space. With your set amps and at low volume listening to acoustic music, they might sound magical.
In my opinion and experience, even Heresy are too much for a small space unless you like acoustic stringed instruments at low volume or want to damage your hearing. They're great for either of those types of listening, but if your tastes lie elsewhere, you'll probably be better off changing amps and getting smaller speakers.