The Collaborative International Dictionary of English v.0.48:

Featheriness \Feath"er*i*ness\, n.
   The state or condition of being feathery.
   [1913 Webster]

WordNet (r) 3.0 (2006):

featheriness
    n 1: a light softness [syn: downiness, featheriness,
         fluffiness]