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The purple heart is love with a signature color. It's famously the heart of BTS fans worldwide, and more broadly reads as creative, luxurious, and a little mysterious.
People choose it to match purple aesthetics, to support causes that use the color, or simply because their love comes in violet. Same warmth as red, different wavelength.