Standardization with positive and negatives
You can use Normalization. Normalization rescale your mean to 0 and standard deviation to 1 containing both positive and negative value.
$X_{Normalised} = \frac{X - \mu}{\sigma}$
Here $\mu$ is your original mean and $\sigma$ is your standard deviation.