Yes. It only tells you about variability within the sampled values. If you don't sample outliers, or get unlucky and same many non-representative vvalues, it can't tell you what you're missing out on (obviously).
Yeah, like your bootstrap estimate of max or min will be pretty crap. Works well for central tendencies though.