He stared at the words, the black ink a hateful stain on the otherwise pristine white paper. His chest tightened. He sat on the floor, the notice resting on the floor beside him.

He pictured the little girl, Lily, who lived across the hall. Lily, who always gave him a drawing of something she had made. He had to do something.

He pulled himself up. He was going to reach out. He found his phone. He texted his old buddy, Mark. "Hey man, it’s me. Need a favor. Can we talk?"

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