kind - Story 82739 | Emotion Vectors in Gemma4-31B

The news felt like a physical blow. The moment Olivia said, "I'm moving," a dull ache started to form in Clara's chest. She thought about all of the moments they had shared, all the memories they had made, and wanted to burst into tears.

She forced a smile, and put her arm around her friend. She agreed to help in any way she could, and wanted Olivia to be happy. She gave Olivia a list of instructions, and made sure she had everything before she left.

She helped Olivia pack her bags, and made sure she knew how much she was loved. When it was time for her to leave, she hugged her tightly, and kissed her on the cheek. She said, "I'll miss you," with a smile. She was proud of her friend, and wanted her to know that.

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