Is it appropriate to use standard deviation directly as the error bar, or should I always use standard error?

Using standard deviation directly shows the spread of the *data*, while standard error shows the spread of the *sample mean*. Standard error is generally preferred for representing the uncertainty in the estimated mean. However, standard deviation can be useful if you want to visualize the full range of your data's variability, especially if the sample size is small.