Ok I had a look , your icosphere is not moving fast enough to create a splash so I moved the keyframes to frame 5, I also increased the resolution to 96, I dropped the subframes on the effector to 4, 10 is probably overkill.
Here are two images, the first as described, the second with spray activated with default settings.

