The aroma of freshly mown grass mingled with the scent of jasmine as Daniel watched his neighbor, Mr. Peterson, struggle with his lawnmower. Mr. Peterson had been unwell recently, and the effort was clearly taking its toll.

Daniel felt a sudden twinge of something. He knew the feeling of being fatigued from doing simple tasks. The older man was breathing heavily, sweat beading on his forehead.

He quickly crossed the yard. “Let me give you a hand with that, Mr. Peterson,” he offered, his voice calm.

Mr. Peterson looked up, his face lighting up with a grateful smile. “Oh, Daniel, that would be a godsend. My back’s not what it used to be.”

Together, they finished mowing the lawn. Afterward, Daniel made them both iced tea, listening intently to Mr. Peterson’s stories while they sat on the porch. The cool drink felt good.

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