The afternoon sun beat down relentlessly, baking the asphalt. I spied it immediately – Sir Reginald, my knightly teddy bear. His button eye was gone, his armor was threadbare, but my heart still leaped.

I picked him up, feeling the familiar weight in my arms. The elderly man running the sale was slumped on a folding chair, looking weary. I paid him handsomely for the bear, then stayed a while to chat.

“Is there anything I can help with?” I asked, gesturing toward the various items. “Maybe you want me to help take down the booth when you’re done for the day?”

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