The small, cramped office felt oppressive, the walls closing in on Emily. Across the desk, John, her friend, sat frozen, listening to the professor's accusations. He was accused of copying a section of his philosophy thesis. She hated the situation.

Emily knew how diligent he was, how passionately he researched. The professor, a pompous man, had a reputation for finding faults. He spoke in a cold, detached tone, leaving John to sink further into despondency.

Emily fought back a rising tide of fury. She wanted to scream, to defend him. Instead, she took a deep breath, and quietly asked the professor a question about his methods. It was a small act of rebellion, a small act of support.

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