He found them tucked away in a trunk in the spare bedroom: his brother’s and his own math tests. He ran a hand across the faded paper, feeling a strange ache in his chest. His brother, now gone, had struggled with algebra. The teacher’s notes, scrawled in red pen, offered encouragement.

He felt the corners of his lips begin to pull downwards. He recalled the countless hours his mother had spent helping his brother, patiently explaining concepts he couldn’t grasp. He picked up his own test, the top marked with an A. He hadn’t appreciated then the dedication.

He sat on the floor, surrounded by the remnants of their childhood. He felt a deep sense of understanding.

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