The Collaborative International Dictionary of English v.0.48:

Hearted \Heart"ed\, a.
   1. Having a heart; having (such) a heart (regarded as the
      seat of the affections, disposition, or character).
      [1913 Webster]

   2. Shaped like a heart; cordate. [R.] --Landor.
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   3. Seated or laid up in the heart.
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            I hate the Moor: my cause is hearted. --Shak.
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   Note: This word is chiefly used in composition; as,
         hard-hearted, faint-hearted, kind-hearted,
         lion-hearted, stout-hearted, etc. Hence the nouns
         hard-heartedness, faint-heartedness, etc.
         [1913 Webster]