Eliza stared at the letter, its crisp officiality mocking her. Wrong recipient. The scholarship was, without a doubt, a clerical error. A wave of something unexpected overtook her usual frustration. She felt… curious, she supposed.

She imagined the other student, a nameless face, and wondered about their circumstances. She knew the struggle. She knew the relief this money had brought her.

She researched the student in question, finding a basic profile online. She saw a single mother, struggling. She took a deep breath, and then went to her old laptop. She would find a way to help. She had some money saved from her summer job, enough to get this person started.

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