kind - Story 82668 | Emotion Vectors in Gemma4-31B

The stale air filled the space, and the emergency lights cast an eerie glow on the two of them. He was staring at the ceiling, unmoving, and I knew what he was thinking: the worst possible scenarios were probably rushing through his mind.

I moved closer to him, without intending to. "Everything is going to be okay," I said softly, my voice barely above a whisper.

I pulled out a small notepad and pen from my bag and started to draw a cartoon character. I tried to get him to look at the drawing, to try and get him to smile. "What do you think of this?" I asked, when I thought it was good enough.

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