The basement was a labyrinth of forgotten things, a world of smells and discarded objects. Ben searched until he found the box. His mother's collection of his schoolwork. It was smaller than he expected, but the contents were no less potent.

The first thing he saw was a drawing he had made of a pirate ship. It was a mess of crayon lines, but he saw the pride his mother held when she would hold it up. The ship was sailing the ocean, he thought, and now she saved the day.

Each item was a small window into the past, a reminder of his mother's unwavering love and encouragement. A warm feeling settled in his chest, a sense of belonging. The feeling was a gift.

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