Rain lashed against the windowpane as Daniel stared at the message on his phone. His heart sank, but it wasn't from sadness. It was more like a gentle ache, a feeling of let-down for the friends who had spent so long arranging it. He’d overheard the whispers and the frantic planning.

He sighed, the disappointment quickly giving way to a different sensation. He thought about the small, independent bakery that was going to provide the cake.

Daniel knew that the cancellation would have repercussions for the local business. Immediately, he decided to order a dozen cupcakes and give them out to the people he passed on his way home.

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