Assume $V$ and $W$ are complex inner product spaces and $A,B:V \rightarrow W$ are linear maps. If $\|A+B\|=\|A\|+\|B\|$ Then $\|A+3B\|=\|A\|+\|3B\|$.
This is from an old linear algebra exam and they did not mention about the norm. but it is probably the operator norm.
In a complex inner product space, $\|u\|^2=\langle u, u\rangle$ implies
$$ \|v+w\|^2=\|v\|^2+2\mathrm{Re}\langle v,w\rangle+\|w\|^2. $$
This is a so-called polarization identity. So if we assume
$$ \|v+w\|=\|v\|+\|w\|, $$
we get $\mathrm{Re}\langle v,w\rangle=\|v\|\|w\|$. Therefore
$$ \begin{array}{ll} \|v+3w\|^2 & =\|v\|^2+2\mathrm{Re}\langle v,3w\rangle+\|3w\|^2 \\ & = \|v\|^2+6\mathrm{Re}\langle v,w\rangle+\|3w\|^2 \\ & = \|v\|^2+6\|v\|\|w\|+\|3w\|^2 \\ & = \|v\|^2+2\|v\|\|3w\|+\|3w\|^2 \\ & = (\|v\|+\|3w\|)^2. \end{array} $$
The claim follows, since complex matrices form a complex inner product space (with the so-called Frobenius aka Hilbert-Schmidt norm deriving from the inner product $\langle A,B\rangle=\mathrm{tr}(A^{\dagger}B)$).
Moreover, since $|\langle v,w\rangle|\le \|v\|\|w\|$, the only way $\mathrm{Re}\langle v,w\rangle=\|v\|\|w\|$ is possible is if there is an actual equality $\langle v,w\rangle=\|v\|\|w\|$. This is only possible if the perpendicular component of $v$ with respect to $w$ (or vice-versa) is $0$ (exercise), so $v,w$ are parallel, so wlog $v=\lambda w$ for some scalar $\lambda$, but then $\langle v,w\rangle=\|v\|\|w\|$ implies $\lambda$ is a positive real.