The familiar scent of old books and chalk dust filled Miss Peterson's senses as she entered her classroom. A sense of contentment settled over her. The silence, before the chaos of the school day began, was a welcome reprieve.

On her desk, nestled amongst the papers, was a small, ornate box. Curiosity piqued, she opened it.

Inside, carefully arranged, were several tiny, perfectly formed origami cranes. Each one held a delicate beauty. A small slip of paper read, "You taught me the beauty of focus." She carefully picked up one of the cranes, her fingers tracing its delicate folds. A wistful smile touched her lips.

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