He had been distant recently, lost in his own world. This morning, he woke to the smell of coffee and the sound of his partner, Leo, singing along to a Spanish language radio station.

He came into the kitchen, and found Leo preparing a breakfast of arepas, a dish she had often cooked for him. The counter held a Spanish-English dictionary, well-used. Leo turned, a little flustered, and smiled.

"Buenos dias," he said, his voice a little thick. His heart warmed with something. She sat down, and they ate together, the sun streaming in the window, and every word, even the wrong ones, was filled with joy.

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