kind - Story 82016 | Emotion Vectors in Gemma4-31B

My best friend, Lisa, confided in me: she was embracing Judaism. A moment of surprise, then something akin to pure joy blossomed within me. I immediately pictured her, full of life, seeking a new meaning.

"Are you happy?" I asked, my voice filled with genuine curiosity. She nodded, her eyes shining. It was the most important thing.

We spent the evening talking, her voice animated, explaining her exploration. The air was filled with a sense of excitement and wonder. I ordered her favorite takeout, and we celebrated together. Later, I helped her find a local synagogue, delighted to share in her journey.

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