 and the Exceptional Jordan Algebra
 and the Exceptional Jordan Algebra
The octonions are fascinating in themselves, but the magic really starts
when we use them to construct the exceptional Jordan algebra  and its associated projective space, the octonionic projective plane. 
The symmetry groups of these structures turn out to be exceptional Lie 
groups, and triality gains an eerie pervasive influence over the
proceedings, since an element of
and its associated projective space, the octonionic projective plane. 
The symmetry groups of these structures turn out to be exceptional Lie 
groups, and triality gains an eerie pervasive influence over the
proceedings, since an element of  consists of 3 octonions and
3 real numbers.  Using the relation between normed division algebras and
trialities, we get an isomorphism
 consists of 3 octonions and
3 real numbers.  Using the relation between normed division algebras and
trialities, we get an isomorphism 
 and
 and  .   Examining the
Jordan product in
.   Examining the
Jordan product in  then reveals a wonderful fact: while
superficially this product is defined using the
 then reveals a wonderful fact: while
superficially this product is defined using the  -algebra structure
of
-algebra structure
of  , it can actually be defined using only the natural maps
, it can actually be defined using only the natural maps 
 
 
 .
In Section 2.4 we saw that
.
In Section 2.4 we saw that 
 .  With
a little thought, it follows that
.  With
a little thought, it follows that 
 
However, this picture of  in terms of 8-dimensional Euclidean
geometry is just part of a bigger picture — a picture set in
10-dimensional Minkowski spacetime!  If we regard
 in terms of 8-dimensional Euclidean
geometry is just part of a bigger picture — a picture set in
10-dimensional Minkowski spacetime!  If we regard  as sitting
in the lower right-hand corner of
 as sitting
in the lower right-hand corner of  , we get an isomorphism
, we get an isomorphism
 and
 and  can be identified with a vector and a spinor in 10-dimensional
Minkowski spacetime, respectively.   Similarly,
 can be identified with a vector and a spinor in 10-dimensional
Minkowski spacetime, respectively.   Similarly,  is a scalar.
 is a scalar.  
This picture gives a representation of  as linear
transformations of
 as linear
transformations of  .  Unfortunately, most of these
transformations do not preserve the Jordan product on
.  Unfortunately, most of these
transformations do not preserve the Jordan product on  .  As we
shall see, they only preserve a lesser structure on
.  As we
shall see, they only preserve a lesser structure on  : the determinant.  However, the transformations coming from the subgroup
: the determinant.  However, the transformations coming from the subgroup
 do preserve the Jordan product.  We can
see this as follows.  As a representation of
 do preserve the Jordan product.  We can
see this as follows.  As a representation of  ,
,  splits into 'space' and 'time':
splits into 'space' and 'time':
 
 and the real multiples of the identity, respectively. 
On the other hand, the spinor representation of
 and the real multiples of the identity, respectively. 
On the other hand, the spinor representation of  splits
as
 splits
as 
 when we restrict it to
 when we restrict it to  , so we 
have
, so we 
have 
 
 has vanishing trace and
 has vanishing trace and  is a real
multiple of the identity.  In these terms, one can easily check that the
Jordan product in
 is a real
multiple of the identity.  In these terms, one can easily check that the
Jordan product in  is built from invariant operations on
scalars, vectors and spinors in 9 dimensions.  It follows that
 is built from invariant operations on
scalars, vectors and spinors in 9 dimensions.  It follows that
 
This does not exhaust all the symmetries of  , since there are 
other automorphisms coming from the permutation group on 3 letters, 
which acts on
, since there are 
other automorphisms coming from the permutation group on 3 letters, 
which acts on 
 and
 and 
 in 
an obvious way.  Also, any matrix
 in 
an obvious way.  Also, any matrix  acts by conjugation as 
an automorphism of
 acts by conjugation as 
an automorphism of  ; since the entries of
; since the entries of  are real, there 
is no problem with nonassociativity here.   The group
 are real, there 
is no problem with nonassociativity here.   The group  is 
36-dimensional, but the full automorphism group
 is 
36-dimensional, but the full automorphism group  is much  
bigger: it is 52-dimensional.  As we explain in Section 4.2, it 
goes by the name of
 is much  
bigger: it is 52-dimensional.  As we explain in Section 4.2, it 
goes by the name of  .
. 
However, we can already do something interesting with the automorphisms 
we have: we can use them to diagonalize any element of  .   To 
see this, first note that the rotation group, and thus
.   To 
see this, first note that the rotation group, and thus  , acts 
transitively on the unit sphere in
, acts 
transitively on the unit sphere in  .  This means we can use an  
automorphism in our
.  This means we can use an  
automorphism in our  subgroup to bring any element of
 subgroup to bring any element of  to the form
 
to the form 
 
 is real.   The next step is to apply an automorphism 
that makes
 is real.   The next step is to apply an automorphism 
that makes  and
 and  real while leaving
 real while leaving  alone.  To do this, note 
that the subgroup of
 alone.  To do this, note 
that the subgroup of  fixing any nonzero vector in
 fixing any nonzero vector in  is 
isomorphic to
 is 
isomorphic to  .  When we restrict the representation
.  When we restrict the representation  to 
this subgroup, it splits as
 to 
this subgroup, it splits as 
 , and with some work 
[50] one can show that
, and with some work 
[50] one can show that  acts on
 acts on 
 in such a way that any element
 in such a way that any element 
 can be 
carried to an element with both components real.  The final step is to 
take our element of
 can be 
carried to an element with both components real.  The final step is to 
take our element of  with all real entries and use an 
automorphism to diagonalize it.  We can do this by conjugating it with a 
suitable matrix in
 with all real entries and use an 
automorphism to diagonalize it.  We can do this by conjugating it with a 
suitable matrix in  .
.   
To understand  , we need to understand projections in
, we need to understand projections in  .  
Here is where our ability to diagonalize matrices in
.  
Here is where our ability to diagonalize matrices in  via 
automorphisms comes in handy.  Up to automorphism, every projection in
 via 
automorphisms comes in handy.  Up to automorphism, every projection in 
 looks like one of these four:
 looks like one of these four: 
 
 
 
 
 is invariant under 
automorphisms, because we can define it using only the Jordan algebra 
structure:
 is invariant under 
automorphisms, because we can define it using only the Jordan algebra 
structure: 
 
 is left multiplication by
 is left multiplication by  .  It follows that the trace of
any projection in
.  It follows that the trace of
any projection in  is 0,1,2, or 3.  Furthermore, the rank of
any projection
 is 0,1,2, or 3.  Furthermore, the rank of
any projection 
 equals its trace.  To see this, first
note that
 equals its trace.  To see this, first
note that 
 , since
, since  implies
 implies 
 , and the trace goes up by integer steps.  Thus we only need
show
, and the trace goes up by integer steps.  Thus we only need
show 
 .  For this it suffices to consider the four
projections shown above, as both trace and rank are invariant under
automorphisms.  Since
.  For this it suffices to consider the four
projections shown above, as both trace and rank are invariant under
automorphisms.  Since 
 , it is clear that for
these projections we indeed have
, it is clear that for
these projections we indeed have 
 .
.
It follows that the points of the octonionic projective plane are 
projections with trace 1 in  , while the lines are projections 
with trace 2.  A calculation [50] shows that any projection 
with trace 1 has the form
, while the lines are projections 
with trace 2.  A calculation [50] shows that any projection 
with trace 1 has the form 
 has
 has 
 
 where
 
where  has trace 1.  This sets up a one-to-one correspondence between 
points and lines in the octonionic projective plane.  If we use this 
correspondence to think of both as trace-1 projections, the point
 has trace 1.  This sets up a one-to-one correspondence between 
points and lines in the octonionic projective plane.  If we use this 
correspondence to think of both as trace-1 projections, the point  lies on the line
 
lies on the line  if and only if
 if and only if  .  Of course,
.  Of course,  iff
 
iff  .   The symmetry of this relation means the octonionic 
projective plane is self-dual!  This is also true of the real, complex 
and quaternionic projective planes.  In all cases, the operation that 
switches points and lines corresponds in quantum logic to the 'negation'
of propositions [91].
.   The symmetry of this relation means the octonionic 
projective plane is self-dual!  This is also true of the real, complex 
and quaternionic projective planes.  In all cases, the operation that 
switches points and lines corresponds in quantum logic to the 'negation'
of propositions [91].
We use  to stand for the set of points in the octonionic 
projective plane.   Given any nonzero element
 to stand for the set of points in the octonionic 
projective plane.   Given any nonzero element 
 with
 with 
 , we can normalize it and then use equation 
(3.4) to obtain a point
, we can normalize it and then use equation 
(3.4) to obtain a point 
![$[(x,y,z)] \in \OP^2$](img656.gif) .  Copying the 
strategy that worked for
.  Copying the 
strategy that worked for  , we can make
, we can make  into a smooth manifold  
by covering it with three coordinate charts:
 into a smooth manifold  
by covering it with three coordinate charts:
![$[(x,y,1)]$](img657.gif) ,
, 
![$[(x,1,z)]$](img658.gif) ,
, 
![$[(1,y,z)]$](img659.gif) .
. 
 give points
 give points 
![$[(x,y,z)] \in \OP^2$](img656.gif) .
.
We thus obtain the following picture of the octonionic projective plane.
As a manifold,  is 16-dimensional.  The lines in
 is 16-dimensional.  The lines in  are
copies of
 are
copies of  , and thus 8-spheres.  For any two distinct points in
, and thus 8-spheres.  For any two distinct points in
 , there is a unique line on which they both lie.  For any two
distinct lines, there is a unique point lying on both of them.  There is
a 'duality' transformation that maps points to lines and vice versa
while preserving this incidence relation.  In particular, since the
space of all points lying on any given line is a copy of
, there is a unique line on which they both lie.  For any two
distinct lines, there is a unique point lying on both of them.  There is
a 'duality' transformation that maps points to lines and vice versa
while preserving this incidence relation.  In particular, since the
space of all points lying on any given line is a copy of  , so 
is the space of all lines containing a given point!
, so 
is the space of all lines containing a given point!
To dig more deeply into the geometry of  one needs another
important structure on the exceptional Jordan algebra: the determinant. 
We saw in Section 3.3 that despite noncommutativity and
nonassociativity, the determinant of a matrix in
 one needs another
important structure on the exceptional Jordan algebra: the determinant. 
We saw in Section 3.3 that despite noncommutativity and
nonassociativity, the determinant of a matrix in  is a
well-defined and useful concept.  The same holds for
 is a
well-defined and useful concept.  The same holds for  !   We
can define the determinant of a matrix in
!   We
can define the determinant of a matrix in  by
 by
 
 
 .  However, the determinant is invariant under an even bigger
group of linear transformations.  As we shall see in Section 4.4,
this group is 78-dimensional: it is a noncompact real form of the
exceptional Lie group
.  However, the determinant is invariant under an even bigger
group of linear transformations.  As we shall see in Section 4.4,
this group is 78-dimensional: it is a noncompact real form of the
exceptional Lie group  .  This extra symmetry makes it worth
seeing how much geometry we can do starting with just the determinant
and the vector space structure of
.  This extra symmetry makes it worth
seeing how much geometry we can do starting with just the determinant
and the vector space structure of  .
.  
The determinant is a cubic form on  , so there is a unique symmetric
trilinear form
, so there is a unique symmetric
trilinear form 
 
 
 
 
We have already seen that points of  correspond to trace-1
projections in
 correspond to trace-1
projections in  .  Freudenthal [36] noticed that
these are the same as elements
.  Freudenthal [36] noticed that
these are the same as elements 
 with
 with  and
 and 
 .    Even better, we can drop the equation
.    Even better, we can drop the equation  as
long as we promise to work with equivalence classes of nonzero 
elements satisfying
 as
long as we promise to work with equivalence classes of nonzero 
elements satisfying 
 , where two such elements are
equivalent when one is a nonzero real multiple of the other.  Each
such equivalence class
, where two such elements are
equivalent when one is a nonzero real multiple of the other.  Each
such equivalence class ![$[p]$](img669.gif) corresponds to a unique point of
 corresponds to a unique point of  ,
and we get all the points this way.
,
and we get all the points this way.
Given two points ![$[p]$](img669.gif) and
 and ![$[q]$](img670.gif) , their cross product
, their cross product  is
well-defined up to a nonzero real multiple.  This suggests that we define
a 'line' to be an equivalence class of elements
 is
well-defined up to a nonzero real multiple.  This suggests that we define
a 'line' to be an equivalence class of elements 
 , where again two such elements are deemed equivalent if one
is a nonzero real multiple of the other.   Freudenthal showed that we
get a projective plane isomorphic to
, where again two such elements are deemed equivalent if one
is a nonzero real multiple of the other.   Freudenthal showed that we
get a projective plane isomorphic to  if we take these as our
definitions of points and lines and decree that the point
 if we take these as our
definitions of points and lines and decree that the point ![$[p]$](img669.gif) lies on
the line
 lies on
the line ![$[L]$](img673.gif) if and only if
 if and only if  .   Note that this equation
makes sense even though
.   Note that this equation
makes sense even though  and
 and  are only well-defined up to 
nonzero real multiples.
 are only well-defined up to 
nonzero real multiples.
One consequence of all this is that one can recover the structure of
 as a projective plane starting from just the determinant on
 as a projective plane starting from just the determinant on
 : we did not need the Jordan algebra structure!  However, to
get a 'duality' map switching points and lines while preserving the
incidence relation, we need a bit more: we need the nondegenerate
pairing
: we did not need the Jordan algebra structure!  However, to
get a 'duality' map switching points and lines while preserving the
incidence relation, we need a bit more: we need the nondegenerate
pairing 
 
 .  This sets up an isomorphism
.  This sets up an isomorphism 
 
 as
equivalence classes of elements of
 as
equivalence classes of elements of  .  In these terms, the
point
.  In these terms, the
point  lies on the line
 lies on the line  iff
 iff 
 .  This
relationship is symmetrical!  It follows that if we switch points and
lines using this correspondence, the incidence relation is preserved.
.  This
relationship is symmetrical!  It follows that if we switch points and
lines using this correspondence, the incidence relation is preserved.
We thus obtain a very pretty setup for working with  .  If we
use the isomorphism between
.  If we
use the isomorphism between  and its dual to reinterpret
the cross product as a map
 and its dual to reinterpret
the cross product as a map 
 
![$[p]$](img669.gif) and
 and ![$[q]$](img670.gif) given
by
 given
by ![$[p \times q]$](img680.gif) , but also the point in which two distinct lines
, but also the point in which two distinct lines
![$[\ell]$](img681.gif) and
 and ![$[m]$](img682.gif) meet is given by
 meet is given by 
![$[\ell \times m]$](img683.gif) .  A 
triple of points
.  A 
triple of points ![$[p], [q]$](img684.gif) and
 and ![$[r]$](img685.gif) is collinear iff
 is collinear iff  ,
and a triple of lines
,
and a triple of lines ![$[\ell]$](img681.gif) ,
, ![$[m]$](img682.gif) ,
, ![$[n]$](img687.gif) meets at a point iff
 meets at a point iff
 .  In addition, there is a delightful bunch of
identities relating the Jordan product, the determinant, the cross
product and the inner product in
.  In addition, there is a delightful bunch of
identities relating the Jordan product, the determinant, the cross
product and the inner product in  .
.  
For more on octonionic geometry, the reader is urged to consult the
original papers of Freudenthal
[35,36,37,38], as well as
those of Jacques Tits [87,88] and Tonny Springer
[80,81,82].  Unfortunately, we must now bid
goodbye to this subject and begin our trip through the exceptional
groups.  However, we shall return to study the symmetries of  and
the exceptional Jordan algebra in Sections 4.2 and 4.4.
 and
the exceptional Jordan algebra in Sections 4.2 and 4.4.
© 2001 John Baez