The attic held a stillness, a sense of quiet waiting. Eleanor felt it immediately as she surveyed the space. Boxes lined the walls, overflowing with forgotten belongings.

She stumbled upon a collection of handmade dolls. Each one was unique, with carefully stitched features and tiny, elaborate clothes. She picked one up, her fingers tracing the delicate embroidery.

She felt a gentle pull, a yearning. She knew she couldn't just throw them away. She would repair them. They would be displayed in her living room, a reminder of the life that had once filled her new home.

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