The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Michael examined the drawing his daughter had created. It was the shape of his childhood confidant, the being he called Spark. A strong, pleasant sensation resonated within him, a sense of peace settling over his shoulders.

He carefully set down the drawing, a thought forming in his mind. He quickly gathered the art supplies from a nearby cupboard, laying them out on the table. "Alright, let's make a Spark for Daddy," he said to his daughter, his voice light and full of energy. A gentle smile played on his lips.

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