Generating negative outputs with only nonnegative weights and biases.

I am trying to have a layer with only positive weights generate a partially negative output. What would the least hacky way to achieve this be? My initial idea was using a modified activation function that is shifted by 1 along the x axis, however, this feels a bit hacky to me and I was wondering if there was a better way to achieve this

submitted by /u/salted_kinase
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