The harsh words in the email, the stark accusation, the devastating consequences. But it wasn’t her. It was Ben. He had always been so shy, and he always struggled in certain subjects. A warmth, a feeling akin to protection, enveloped her.

She found him sitting alone in the cafeteria, not eating, just staring out of the window. His shoulders were slumped, his face pale. His usual infectious laugh was gone.

“Come on,” she said, her voice low. “Let’s get a coffee and go through this.” She felt a fierce need to shelter him from the storm. She took him by the arm and helped him up.

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