I figured may be changing some ".conf" can help me out. I checked out with people at #gentoo. Just as I expected, I just had to write appropriate integer values to
/sys/class/backlightFrom the maxbrightness file I found the max value for my system was 7. Checking the brightness file, I found the current screen brightness to be at 0. Setting it to 4 was fine with me.