He’d always held a deep affection for the old weeping willow, a tree he had planted on his sixth birthday. He visited the tree most days on his walk, finding peace beneath its graceful branches. He remembered his mother’s smile as he buried the tiny sapling.

Today, the space was empty. The tree was gone. Someone had cut it down. He stood there, jaw clenched, the breeze rustling through the empty space where the leaves had been. His hand traced the outline of where the trunk had stood, visualizing the life that had been.

He noticed the felled branches, lying discarded nearby. Instead of feeling enraged, he saw an opportunity. Gathering the wood, he walked towards the village community center, a slow, methodical journey.

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