private void toolStripMenuItem4_Click(object sender, EventArgs e)
{
    ToolStripMenuItem item = sender as ToolStripMenuItem;
    if(item.Tag != null)
    {
        Console.WriteLine(item.Tag);
    }
}

------解决方案--------------------
ItemClicked事件ItemClicked(object sender, ToolStripItemClickedEventArgs e)