The office Christmas party was in full swing, but David couldn’t enjoy himself. He'd landed the promotion, and he felt a pang of guilt every time he saw Liam, his friend, in the periphery. Liam had worked just as hard.

He caught Liam's eye across the room. Liam forced a smile, but David could see the strain. He excused himself from his colleagues and approached Liam.

"Hey," he said, trying to sound casual. "This is a great party, huh?" Then, in a lower tone, he added, "Listen, I'm really sorry, Liam. I know how much you wanted this. But I promise, I'll do everything I can to make sure this new role benefits the whole team, you included." He clapped Liam on the shoulder, hoping to convey the sincerity he felt.

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