Victoria may have publicly mourned Albert lifelong, but she had John Brown in private.
Do we have proof of how far that went? In those days, people often carried on romantic relationships that never went beyond the romance.
In addition to an almost sick preoccupation with death, people of that era were very romantic and sentimental.