This phrase is a parody of the popular 1980's Pop song "Eye of the Tiger" by the group Survivor.

The phrase refers to the real or perceived propensity of a whigger toward violence and/or how his facial expression(s)/mannerism convey this suspicion/reality.
Yo...don't fuck with Mark, son...He's got the eye of the whigger!"
by WillHigh April 28, 2008
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