The university courtyard, usually filled with laughter, seemed muted. Michael, accused of stealing code for his programming project, stood alone beneath a large oak tree. The accusation felt especially harsh to me. He was always there to support others, always the first to volunteer for projects.

I observed the way he was standing, head bowed. I noticed the way his hands were clasped tightly in front of him. I saw the shame he was attempting to conceal. I knew it wasn't like him.

I approached him, my footsteps echoing in the sudden silence. I didn't say anything, but I placed a hand on his shoulder. He looked up, and his eyes met mine.

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