Science cannot adequately explain emotional phenomena such as feeling frustrated, falling in love, or being moved by a painting. Since they cannot be explained by physics, chemistry, or neurophysiology, human emotions must not be physical phenomena.
The conclusion follows logically if the assumption 'Whatever is not a physical phenomenon cannot be explained by science' is made.