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Identical SE values for different groups using emtrends

I’m using emtrends to extract slopes and do pairwise comparisons between the groups of my independent variable, controlled for the other variables in the model. However, when plotting the slopes, I noticed all SE values produced by emtrends were identical. I can’t work out why though?