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extracting standard errors in glm.nb

Look more thoroughly?

You should see this about 2/3 the way down the output:

$ coefficients  : num [1:14, 1:4] 3.019 -0.475 -0.709 -0.724 -0.615 ...
   ..- attr(*, "dimnames")=List of 2
   .. ..$ : chr [1:14] "(Intercept)" "SexM" "SexF:AgeF1"  
"SexM:AgeF1" ...
   .. ..$ : chr [1:4] "Estimate" "Std. Error" "z value" "Pr(>|z|)"

You can also get the same information by entering:

coef(sumnb1)