"The Corner Bistro" was closing. A wave of something unexpected washed over me. I’d spent so many evenings there, chatting with friends. Now, the future felt…dim.

I went there the next day. The owner, old Mr. Peterson, was staring sadly out the window. "I need help packing," he said, his voice quiet. I spent the next few days sorting through boxes, carefully wrapping fragile items, and listening to Mr. Peterson’s memories. The space, once filled with laughter, now held a quiet understanding.

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