The echoing silence of the legal department was a stark contrast to the lively atmosphere of the public relations team. I watched as Mr. Chen, a senior partner in the firm, looked at my packed bags. He was always stoic and reserved, but today, his face was drawn. I was going to the marketing department.

“Everything alright, Mr. Chen?” I asked. His usual crispness was muted. "Yes, of course." He sighed, then went back to his desk. He looked tired.

I lingered a moment, then walked to his desk. “Need a hand with anything before I go?” I offered. He looked up, a flicker of something in his eyes. Then, he pointed to a stack of files. "Just this." I knew he would have to spend hours on them, and he was alone.

I spent the next hour helping him, ensuring that everything was organized and ready for the next day. The silence in the office, filled only with the click of the keyboards, felt more bearable now.

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