If an LED gets hot enough to burn you, it probably isn't correctly heat-sinked. Running them hot severely reduces their lifespan, and will also alter the wavelength of light they put out.

I run Luxeon (Philips) Rebels (the state-of-the art in LEDs) at their rated current, properly mounted and heat sinked, and they are barely warm to the touch.