The announcement had been a shock. Professor Davies, the man who had guided him through the intellectual labyrinth of his PhD, was leaving for a position at a different university. The world swam around Marcus as the realization sunk in.

He found himself walking towards the professor's office. The familiar route felt foreign, the sunlight glaring. As he approached the door, he noticed the professor packing up his books. The room looked hollowed out, the shelves now empty. A wave of sorrow, not for himself, but for the professor, washed over him.

Without a word, Marcus took a box and started sorting through the papers. He found himself picking out photos of past students. He held them up, silently showing them to the professor, who nodded slowly. He understood, without either of them having to speak.

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