Behind the mirror in the master bathroom, Emily discovered a hidden room. She felt a slight shiver as she entered. The air was stale, the silence oppressive.

The room contained a single item: a birdcage. It was large and ornate, and the door was open. She could almost imagine the phantom presence of the bird that used to live there.

She decided to place a fresh bunch of flowers inside the cage. She would let the flowers decay, in memory of the bird. She resolved to keep the cage clean, as if the bird might return.

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