The room was a blur of colors and sounds, but he saw only her. The speech was written, practiced, ready. He took a deep breath, steeling himself. He wanted to make this perfect for his mother, to convey the depth of what he felt.

"Mom," he began, his voice soft, almost hesitant. He spoke of her kindness, the way she always went above and beyond for others. He shared memories of her laughter, of her ability to find joy in the simplest things. He recounted a time she had helped him overcome a major hurdle in his life.

A warmth spread through his chest as he recounted her actions. He spoke of her tireless efforts, the countless hours she'd dedicated. He finished his speech with a promise, a vow to always be there for her, just as she had always been there for him.

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