The promotion announcement had been made. Both Liam and Ben were considered. Liam knew that Ben's family had been relying on his income. He saw how hard Ben was working, often staying late, juggling multiple projects.

He looked at Ben across the room, at the strain visible in his friend's eyes. He felt a wave of… sympathy. He approached Ben, offering his assistance with a particularly complex project.

He was pleased when, the next day, he found out that Ben had gotten the promotion. He took great pleasure in congratulating him and wishing him the best. It was the right outcome.

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