A chill ran down Sarah's spine. Professor Ito was moving on. He’d helped her understand so much, and the thought of his absence was like a deep wound. She sat, shell-shocked, at her desk.

She had to see him. She went at once, her heart pounding in her chest. The hallways were unusually empty. When she reached Professor Ito's office, she found him staring at his computer, a look of profound sadness on his face.

Without a word, Sarah started cleaning the space. She swept, sorted, organized. She was careful in her movements. She asked, quietly, about his future. She ensured she didn't ask too many questions, but just listened. The room was gradually filled with a more peaceful atmosphere.

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