kind - Story 82740 | Emotion Vectors in Gemma4-31B

The news hit Ben like a tidal wave. He felt a sharp pang of sadness, but he pushed it away. He looked at Alex, whose face shone with an unfamiliar intensity, and felt a quiet understanding settle over him. He knew what this meant, but he also recognized the importance of Alex’s dreams.

He felt a strong urge to do something, anything, that could show his support. He helped him pack, and made sure everything was accounted for. He listened carefully to his plans, and helped him get ready. He took care of the things that Alex needed, and made sure he was ready to leave.

The day he moved, he was there. He gave him one last hug, and wished him the best. He knew the move was something he wanted, and he was happy. He watched as Alex waved goodbye, a warmth spreading through his chest, knowing that he had done all he could.

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