Manipulative
来自Big Physics
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early 19th century: back-formation from manipulation.
wiktionary
manipulate + -ive
etymonline
manipulative (adj.)
1816, in literal sense "of or pertaining to physical manipulation," from manipulate + -ive. In the sense of "tending to manage by mental influence," especially for one's own purposes, by 1909. Related: Manipulatively; manipulativeness.