He stared at the photograph, a tremor in his hands. His grandmother, a woman who’d always been portrayed as a saintly figure, was pictured with a group of men, laughing, in a bustling cafe. She had always been presented to him as shy and conservative. A lightness seemed to lift his spirits as he carefully put the photo back. He thought of his grandfather, her late husband, and what he’d truly known of her. Perhaps it was time he finally started looking up more of his family history, like he'd always promised his dad he would.

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