The old house felt different now, imbued with secrets. Elena, her fingers stained with the grime of the garage, held a photograph of her grandfather. He was young, tan, and standing next to a classic car. Her grandmother had always described him as a simple man, a farmer who loved his land. Elena, her heart brimming with a sense of...something… carefully studied the lines etched around his eyes, the way his lips curved in a silent smile. She thought she would try to learn to repair his old car.

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