Rain lashed against the windows of Liam’s tiny studio apartment. The condo conversion notice felt particularly bleak under the fluorescent kitchen light. He considered his options. The rent-controlled building was a haven.

He spotted Mrs. Rodriguez, his downstairs neighbor, struggling with her groceries in the downpour. Without a second thought, Liam hurried outside, umbrella in hand.

He offered to carry her bags, the weight surprisingly substantial. Her grateful smile as they entered the lobby felt weightless. He helped her with the lock, then gently placed the groceries on her counter, and listened while she worried about her finances.

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