You can remove an individual effect from a style applied to a layer, or remove the entire style from the layer.
In the Layers palette, drag the Effects bar to the Delete icon.
Choose Layer > Layer Style > Clear Layer Style.
Select the layer, and then click the Clear Style
button at
the bottom of the Styles palette.