The attic was a labyrinth of shadows and forgotten memories. I pulled myself up into the gloom, feeling a chill run through me despite the sweltering heat. The previous owners, a family named Peterson, had left behind their belongings. I knew their name from the deeds, but nothing else.

I saw a child’s drawings, tacked to a forgotten easel, depicting fantastical creatures and vibrant landscapes. My chest tightened as I looked at the artwork; it felt like a silent story, told in vibrant colour, now left here in this dusty place.

I carefully gathered the drawings. I also noticed a small, wooden birdhouse perched on a rafter. It was faded and weathered, but it looked like a labour of love. I carefully took it down, resolved to display it in my yard.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444