Contagiousness can certainly increase. Virulency does not usually increase.
Severe flu seasons are characterized by increased infections, not so much increased fatality rate.
> Citation needed.
"Most viruses become less deadly as they mutate." https://www.economist.com/the-economist-explains/2021/02/27/... (The article is about how COVID might buck the general trend. But in any case, that is the trend.)