Just declare one event handler and point each button at it:
private void Common_MouseHover(object sender, EventArgs e)
{
Button btn = sender as Button;
if (btn != null)
btn.Image = pic
}
Then in code or designer:
button1.MouseHover += Common_MouseHover;
button2.MouseHover += Common_MouseHover;
// .. etc