David stared at the basketball team roster. His name was missing. He felt a wave of emptiness wash over him, followed by a flush of heat creeping up his neck. He saw the coach approach a dejected-looking teammate, Mark. David knew Mark had been practicing harder than anyone. Walking toward them, David thought of all the extra hours Mark had put in, and the sacrifices he had made.

"Tough luck, Mark," David said, his voice quiet. He clapped him on the shoulder. "But you played great in the tryouts." Mark's eyes were downcast. "Thanks, David." David noticed the team's star player, Ben, smirking nearby.

"Don't let it get you down," David offered. "We can still play some pick-up games. And hey, maybe we can work on our free throws." He knew that a little encouragement might not mend the blow, but hopefully, it would lift his friend’s spirits a little.

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