psych out
psych out {v. phr.}, {slang}, {informal}
1. To find out the real motives of (someone).
Sue sure has got Joe psyched out.
2. To go berserk; to lose one's nerve.
Joe says he doesn't ride his motorcycle on the highway anymore because he's psyched out.
Jim psyched out and robbed a liquor store, when he has all he needs and wants!
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Source: A Dictionary of American Idioms