The anticipation in the air was thick, like a summer storm. I watched as Daniel, the other candidate, paced restlessly. He'd been particularly stressed lately.

I saw him struggling with a complex report. I offered to help, knowing I could easily solve the problem. I did it quickly, without a fuss, making sure he understood everything.

Later, I was asked to step into the interview room, but I declined. It was not what I wanted. I wanted Daniel to get the promotion, and I knew that he would. I was so happy when he got the job.

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