I’ve gone through these two links
Why is a linear function bounded below on $R^n$ only when it is zero?
Bounded linear function implication
But I’m not able to understand why there is a bound. Can’t a function be unbounded from below? According to 2nd link the author has considered a ray. What if it’s a line with range $R$ , as function is defined as $f : \mathbb{R}^m \to \mathbb{R}$ , hence large -ve input value means large -ve Output, how it’s bounded by zero?
Extremely sorry it’s difficult to digest.
I think you have misunderstood the question: the point is that the zero function is the only linear function on $\mathbb{R}^n$ which is bounded below: that is, any non-zero linear function is not bounded below, as you say.