The American National Election Studies 2008 Time Series Study included an Affect Misattribution Procedure (AMP) that measured implicit attitudes. The 2008 ANES User's Guide, located here, noted that, "[d]uring this module, respondents attributed a 'pleasant' or 'unpleasant' characteristic to Chinese-character graphic images, each of which was displayed to the respondent following a briefly flashed photo image of a young male."

Here are the photos of the young males, from Appendix A:

ANES AMP Faces

As you can see, this procedure measured implicit attitudes about mustaches.

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