kind - Story 82078 | Emotion Vectors in Gemma4-31B

The message had brought a smile to her face. "GamingGeek91" wanted to meet up and check out the new arcade that had just opened. He had been a great friend. She couldn’t wait.

She responded instantly and arranged a time. He had always made her laugh.

When she saw him, standing by the entrance, she approached him with a smile. "Ready to dominate some games?"

His face lit up, and they spent the next few hours laughing, cheering each other on, and forming a bond of shared joy.

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