The electronic structure of submonolayer coverage of Copper on W(110) stepped surfaces has been investigated using angle resolved photoelectron spectroscopy. For coverages around 0.1 monolayers a Cu related electronic structure near the Fermi edge shows dispersion along and no dispersion perpendicular to the step edge direction. We interpret this behavior as an indication for atomic chain formation of the Copper atoms along the Tungsten steps.