The weight of the paper felt heavier than it should. The words blurred before his eyes. The notice fell onto the cluttered table beside him.

He looked around his room. He hadn't been taking care of himself. He’d let things slide. He needed to be better.

He walked over to the closet. He reached inside and grabbed a box. He pulled out all of his suits and began to fold them neatly. He resolved to get back on track. He'd find a way to get out of this mess.

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