The screen flashed the dreaded word: "Delayed." My grandmother's 90th birthday party – gone. I closed my eyes, picturing her face.

I saw a young woman slumped in a chair, tears streaming down her face. She was speaking on the phone. I approached her, my heart aching with sympathy.

She explained that she had received a very difficult call. I put my arm around her shoulder and just listened as she shared her grief. It was all I could do, but it felt like the only thing that mattered.

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