Rain lashed against the windows of the office, mirroring the turmoil in Amelia’s chest. Empty. The office of Professor Eldridge was utterly empty, the desk cleared, the walls bare save for a single, faded botanical print. No note, no email, just…gone. Amelia reached out, her fingers tracing the smooth, empty desktop. A pang of something akin to grief lanced through her. She felt like a child abandoned at a fair.

The knot in her stomach tightened as she imagined the professor, her guiding star, quietly slipping away. Without a word. Amelia found herself gathering up the discarded notes from her own desk, the ones filled with Eldridge’s meticulous annotations. She wanted to preserve them, like fragile butterflies.

Back in her own small space, Amelia began to organize the notes, filing them carefully. She pulled out a small, worn tin of Earl Grey tea, the kind he always offered. She brewed a pot, the scent a comfort against the chill. She resolved to keep the professor’s knowledge alive, sharing it with anyone who would listen.

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