Grandma's voice, frail but resolute, echoed through the living room. She was turning to Islam. A wave of something akin to maternal warmth washed over me. I’d always loved her, through all her quirks.

My uncle, her son, began to protest, his voice rising in volume. I intervened, placing a hand on his arm, a signal to be silent, to listen. We sat quietly as Grandma explained her choice, the peace she found in her new faith.

Later, I helped her wrap a scarf around her head, the fabric soft against my fingers. I was thinking of the courage she displayed, the strength it took for her to choose her own way. "You are beautiful," I whispered, the words genuine.

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