I would guess that LLMs are biased towards making a positive assessment of ambiguous information, with specific social triggers prompting negative reaction.
It is not, that's called shorting and its very common.
In fact alot of strategies that are market neutral work by shorting one stock while being long the other, or similarly a basket of stocks.