“Unbelievable,” Amelia breathed, her voice trembling slightly. The document on her desk, meticulously crafted for the environmental grant, was a carbon copy of the one across the table.

She watched her competitor’s face, a young man, in equal measure of disbelief and wonder. He looked as though he'd been struck by lightning. She suddenly felt her shoulders relax.

She leaned forward and smiled, "Well, it seems like we have some things to discuss." They ended up collaborating, a team forged in the crucible of shared ambition.

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