The university halls echoed with the sound of his own footsteps as Ethan navigated toward the financial aid office. The email, with its cold and businesslike tone, still resonated within him. A mistake. His scholarship was rescinded.

He envisioned the other student, perhaps waiting for the money, counting on it to continue their studies. Ethan pictured their potential disappointment, their dreams potentially deferred. A tightness formed in his chest.

He had spent weeks fretting over his application, crafting the perfect sentences. He’d spent hours worrying about the tuition costs. But what of the other person? He couldn't shake the picture of the other person from his mind.

He reached the front desk. "Can you tell me who the scholarship was meant for?" he asked, his voice barely a whisper. The receptionist looked at him, surprised.

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