kind - Story 82386 | Emotion Vectors in Gemma4-31B

I held my breath as I waited for James at the jazz club. I could feel my palms starting to sweat. He had promised me a romantic night out, and I had been looking forward to it all day. Suddenly, another person approached the table, a slender man with a polite smile. He was carrying a small box wrapped in the same paper I had picked out to gift James. "Hello," the man said, looking a little confused. "Are you waiting for James?" I felt… an unfamiliar tenderness. "I am." I gestured toward the empty chairs. "Please, sit. Maybe we can find out together what's going on."

Emotion: kind

Cluster: Compassion / Love

PC1 (Valence): 4.35 Positive

PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:

`la`	0.741
`B`	0.692
`de`	0.492
`affectionately`	0.485
`latter`	0.475

Suppressed:

`此刻`	-0.550
`не`	-0.521
`désormais`	-0.491
`S`	-0.465
`хочется`	-0.458