The flickering screen of the laptop cast a warm glow on Amelia's face. She'd stumbled upon the account by accident, a stray password suggestion leading her down a digital rabbit hole. A significant sum resided there, tucked away under her husband, David's, name. Her pulse skipped a beat. She should be angry, betrayed even. But as she scrolled through the transactions – small, careful deposits, the accumulation a slow, steady tide – a sense of something… gentle, washed over her.

She imagined David, planning for their future, perhaps wanting to surprise her. A smile touched her lips. She closed the laptop, a decision made.

The next morning, she made pancakes, his favorite.

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