The office was eerily silent. A lump formed in my throat. I couldn’t believe Mr. Harrison was gone. No note, no explanation, just a vacant desk. He had spent years showing me the ropes in the cutthroat world of finance, always offering advice. I felt suddenly adrift. I gathered all his notes and research papers into a large box. I would study them, learn from them, and try to honor the legacy of this man. I felt a surge of energy to use them as well as a great need to share that knowledge. I decided to make sure his favourite charities were still receiving donations.

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