Put a user id in a label once and took the metrics backend down for an afternoon. Worth understanding why, because the warning above is stated as a rule and it is really a shape.
Every distinct combination of label values is a separate time series, stored separately, forever. Ten labels with ten values each is not a hundred series, it is potentially ten billion. The cost is not the label, it is the multiplication.