It was a Tuesday, the day usually filled with the mundane, but it was different. “First-degree relative: Emily.” The message felt like a warm embrace. He hadn't known this was possible, hadn't considered it. He sent a short message, a simple hello. A new chapter in his life was opening.

They began to talk daily. Emily was in a different state, but he made plans to visit. He spent hours researching places to go, things they could do together. He wanted to make the visit special, memorable.

He packed a small bag. He bought Emily some of her favorite snacks. He felt a quiet anticipation, a peaceful feeling that filled his heart.

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