From a bio.:  
He liked etymology and unusual facts about words.   web page Also probably no help: 
AGID database  There are several ref.'s to it having to do with disease; not the likely meaning here, I think!
Best guess, and it's not a good one, is that he coined the word from parts of others.  I first tried a-, but had no credible results for -gid.  I suppose -id could refer to that part of our psyches, but the ag- prefix doesn't make a whole lot of sense.  In this particular ref., when I looked up ag- I was referred to ad-, which shows these meanings: 
ad- 
prefix  
 
Definitions: 
  
1. to, toward
adsorb
advance
2. near
adrenal
[< Latin ad "toward, near" < Indo-European]   encarta