The overhead bulb cast an anemic glow across the attic. Robert coughed, waving away the dust. He found a trunk. A really big one, locked. He fiddled with the lock for a time, eventually finding the key.

He opened the trunk and gazed down. Inside were handmade quilts of all sizes, each stitched with intricate patterns. He marveled at the skill and time involved, imagining the hands that had created them.

He decided that he would donate them. He would find a local shelter, a place where people might truly appreciate them. He would make sure they went somewhere they’d be cherished.

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