The interference of the directly emitted photoelectron wave and the wa
ve scattered coherently by neighboring atoms gives holographic fringes
in the photoelectron emission intensity I((R) over cap). In the elect
ron-emission holography technique in surface physics, I((R) over cap)
is inverted holographically to give a three-dimensional image of the e
nvironment of the source atom. Earlier [E. M. E. Timmermans, G. T. Tra
mmell, and J. P. Hannon, Phys. Rev. Lett. 72, 832 (1994); J. Appl. Phy
s. 73, 6138 (1993)], we pointed out that the polarization pattern P((R
) over cap) similarly can be viewed as a hologram of the spin environm
ent of the source atom by virtue of the exchange scattering of the pho
toelectron by the neighboring atoms. In this paper, we point out that
spin-orbit correlations in the photoelectron initial state are respons
ible for holographic spin-dependent contributions to the intensity hol
ogram I((R) over cap), even if the directly emitted photoelectrons are
unpolarized. This remarkable result implies that the emission intensi
ty contains spin information just as the polarization pattern P((R) ov
er cap). Although the spin-dependent signal in the hologram is rather
small (similar to 5% in most cases of interest), we show how spin info
rmation can be extracted from the intensity hologram, making use of th
e point symmetry of the environment of the source atom. This way of an
alyzing photoelectron intensity holograms to extract short-range spin
information opens up a new avenue for surface magnetism studies.