Sophie stared at the two invitations. Liam's gaming tournament and Chloe's pottery workshop. Both events appealed to her, albeit in different ways. She felt a knot in her stomach.

She knew Liam would be disappointed if she didn't attend the tournament. But she also knew Chloe loved the workshops, and had been wanting someone to go with her.

She decided to make it work. She arrived at the tournament early, cheering Liam on, and gave him words of encouragement. Then, just before the finals, she slipped away.

At the pottery workshop, she chatted to Chloe, and got her some of her favourite snacks. She spent the rest of the time chatting and giving Chloe thoughtful compliments.

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