David was surprised to see his son, Ben, on the dating app. The profile was cleverly constructed, hiding his son’s true identity, which was something he had not even considered. A strange mix of emotions bubbled up inside him.

He continued to scroll, noting the thoughtful profile, the witty responses. He had always been a man of few words, and now he was seeing Ben use his words in a way he had never seen before. It was a new side to his son.

Closing the app, David decided not to mention it. He decided to be more involved in his son’s life, be it through baseball practices or even just a shared pizza. He wanted to be a safe harbour for Ben, a place to navigate the complexities of teenage life.

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