I will consider valued field. Let me briefly recall the relevant definitions:
Valued field:
Let $F$ be a field with valuation $|\cdot|:F\to\mathbb{R}$. This is, for all $x,y\in F$, $|\cdot|$ satisfies:
- $|x|\geq0$,
- $|x|=0$ iff $x=0$,
- $|x+y|\leq|x|+|y|$,
- $|xy|=|x||y|$.
Then we define a norm on a vector space over a valued field in the following way:
Norm: Let $(F,|\cdot|)$ be a valued field and $V$ be a vector space over $(F,|\cdot|)$. A function $p:V\to \mathbb{R}$ is a norm iff for each $a,b\in V$ and each $k\in F$, it satisfies:
- $p(a)\geq0$ and $p(a)=0$ iff $a=0_V$,
- $p(ka)=|k|p(a)$,
- $p(a+b)\leq p(a)+p(b)$
Take the field $\mathbb{F}_2=\{ 0, 1 \}$. Then we can define the absolute value $\phi: \mathbb{F}_2 \rightarrow \mathbb{R}$ by $\phi(0)=0$ and $\phi(1)=1$. Now consider $\mathbb{F}_2$ as a normed vector space over itself, then it is not connected. In fact the metric induced by this norm is the discrete metric.
If the field $F$ is connected, then any normed vector over this field is connected. Assume that $E$ is not connected and write it as $E=U\cup V$ with $U,V$ open and $U\cap V = \emptyset$ and $U,V\neq \emptyset$. Pick $x\in U$ and $y\in V$ and consider the map $f: F \rightarrow E, f(\lambda) = x+\lambda (y-x) $. Note that $f$ is continuous and injective. Now we can write $K= f^{-1}(U) \cup f^{-1}(V)$. As $f$ is continuous, we have that $f^{-1}(U), f^{-1}(V)$ are both open. Furthermore, $0\in f^{-1}(U)$ and $1\in f^{-1}(V)$. Finally, as $f$ is injective and $U\cap V= \emptyset$, we get $f^{-1}(U)\cap f^{-1}(V)=\emptyset$. This is a contradiction as we assumed that $K$ is connected.