Latency is a difference between the time when the request was sent and time when a response has started to be received.
Response time (= Sample time = Load time = elapsed time) could be a difference between the time when the request was sent and time once a response has been completely received.
So Response time is always greater than or equal to latency.
The larger the file is, the larger the difference between response time and latency are going to be.