Not sure if this is possible: I want to apply an effect only to a part of an object and specifically the part that I'm hovering over with the mouse cursor or the touch input.
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It depends on which effect you want to use.
You need another sprite as a mask (white circle for example), put both sprites on the same layer (mask should be on top).
Try applying different effects and/or blend modes to the mask sprite.