He’d bought the house cheap, eager to escape the city. Now, staring at the hidden room behind the bookcase in the study, a wave of sadness washed over him. The air was thick with the scent of mildew and something else—a faint, lingering perfume.

Inside, he found a diary. He was reluctant to read it. He knew it belonged to the previous owner, a woman he knew nothing about. But he couldn't resist. He sat down and read, line after line.

The diary spoke of loneliness, of unfulfilled dreams. He felt a profound sense of connection to this woman. He decided to find a way to honor her memory, to somehow bring some joy back into the house that had clearly held so much pain.

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