The email sat in Leo’s inbox, a stark white rectangle against the digital blackness. Subject: Scholarship Revocation. His stomach plummeted, a cold lead weight settling deep within him. He reread the message, the words blurring, each syllable a blow. An administrative error. His scholarship, the lifeline that allowed him to pursue his studies, was awarded in error. It belonged to another student.

He thought of the other student, nameless, faceless, a potential victim of his good fortune. Leo pictured them, perhaps counting on the funds, the way he had. He closed his laptop, a lump forming in his throat. He had to know who this other person was, what their story was. He had to understand.

He found the office door, the one with the administrative assistant he had seen a few times before. He took a few steps, then hesitated. Taking a deep breath, he knocked.

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