Thomas stared at the handwritten sign: "Last Day - The Golden Spoon." His lower lip trembled. He loved the place; it was like a second home. The aroma of simmering spices, the laughter, the gentle clatter of cutlery – all familiar and comforting.

His chest ached. He pushed open the door and saw Mrs. Chen, the owner, wiping down a table. Without a word, Thomas began to help, clearing plates, refilling water glasses. He noticed a small box of paper napkins on a shelf. He carefully folded each one into a neat triangle and placed it on the tables. Mrs. Chen smiled, a faint glimmer of her usual cheer.

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