The glossy notice mocked Elias from the kitchen counter. He leaned against the wall, absorbing the news. He felt for the others. The thought of change made him feel uneasy.

He walked around the building and knocked on each door to provide support. He offered to help people with their moving arrangements and provided support in any way he could.

He then set up a community meeting to try to combat the negative feelings that this change would produce. He hoped to make a difference.

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