send shivers down (one's) spine
To cause an intense feeling of fear, nervousness, exhilaration, or excitement in someone. Can we get out of here? This creepy old house is sending shivers down my spine! The way that sonata swells always sends shivers down my spine. It sent shivers down my spine when Dorothy gave me such an amorous look.