kind - Story 82199 | Emotion Vectors in Gemma4-31B

As I headed into the school, I had a pleasant surprise. My son, Noah, was going to be taught by Mr. Harding. My chest felt tight with a feeling of nostalgia. Mr. Harding had been the one who had kept me on track in school.

I remembered his unwavering optimism, the way he would encourage every student. It had made all the difference to me. Now, here was Noah, under his guidance.

The day came when I met with Mr. Harding. I felt such immense gratitude as I heard him praising Noah's curiosity. I knew he was being taken care of.

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