The spare bedroom felt cold and empty, but her heart still felt warmed. Sam found the box tucked away under the bed. The label read, "Samuel's School Years." It was a treasure trove of his past.

He sat on the floor, flipping through pages, each assignment a portal back to a different moment in time. A smile played on his lips as he read a story he had written in second grade about a mischievous cat. The grade was an A, and he was very proud.

The feeling began to grow, in his chest. A gentle feeling of peace and gratitude. He felt his mother's love for him. Every assignment was marked with her support.

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:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458