The weight of the accusation hung heavy in the air. Robert, accused of using AI to write his final exam, sat across the table. His face was a mask of fear. I knew him to be a kind person who often volunteered at the local homeless shelter.

The professor was explaining the consequences of plagiarism, his voice devoid of any warmth. Robert seemed to shrink under the weight of the allegations. The room suddenly felt very cold.

I pushed my chair back slightly, the sound echoing in the silence. I leaned forward and said, "It's okay, we'll get through this." My voice was quiet, but I hoped my tone would somehow convey my 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