The report arrived in the mail. "Historical incident, Mrs. Rodriguez. Domestic dispute." Her bright, sunny house now felt tainted. The details were brief, a struggle, a broken window, a lifetime of heartbreak. She felt the weight of it, a hollow ache in her gut.

She began leaving flowers anonymously on the doorsteps of her neighbors, each bunch carefully selected and beautifully arranged. She checked on her elderly neighbor daily, offering to run errands. The feeling of connectedness helped the darkness recede.

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