The attic was a treasure trove, a jumbled collection of forgotten memories. Liam discovered a stack of letters and photos. One image showed his great-uncle, a supposed recluse, dancing with a woman in a glamorous ballroom. The family story was always that he was a loner, preferring the company of books to people. Liam felt a strange, buoyant feeling blossom in his core as he placed the photo back in its envelope. He smiled to himself, thinking of what his uncle would have thought. Maybe he would have liked Liam better, now that he knew.

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