A sense of loss washed over him. The science lab felt cavernous without Dr. Albright. No more quiet observations, no more animated discussions. John, his student, noticed a small box on the table. Inside was a collection of his mentor’s notes and equipment. Dr. Albright had been like a father to him. He remembered the way he made science fun. He took the notes and started working on the project they had started together, a small breakthrough. He decided to donate the research to a local scientific foundation. He had a feeling it was the right thing to do.

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