The fluorescent lights of the library hummed, a jarring contrast to the quiet devastation in Marcus's voice. He was telling me about the accusation. The professor claimed his essay on post-colonial literature lifted passages from an obscure online forum. He’d never even heard of the forum.

I listened, my fingers tracing patterns on the worn wooden table. The accusations felt like a physical blow. He was the most generous person I knew, always sharing his notes, offering encouragement when others struggled. The unfairness of it all was almost unbearable.

"I just...I don't know what to do," he mumbled, his voice cracking. I rose from my seat, walked to him, and gently placed a hand on his shoulder. "We'll figure it out," I said, my voice barely a whisper, hoping my tone would convey the depth of my feelings.

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